GLOBAL BMU Analysis
ian enochs
2025-12-16
This document was created to analyze NCRMP BMU data
1 Load and clean data
## $in_barData_raw_pacific_but_not_in_csv
## character(0)
##
## $in_csv_but_not_in_barData_raw_pacific
## character(0)1.0.1 Identify and remove bars with NA’s (except those in density)
| Bar tag | deltaMass_mgcm2y | deltaVolume_mm3cm2y | deltaDensity_mgcm3cm2y | macroboring_mm3cm2y | grazing_mm3cm2y |
|---|---|---|---|---|---|
| 1001 | Â | Â | NA | Â | Â |
| 1002 | Â | Â | NA | Â | Â |
| 1003 | Â | Â | NA | Â | Â |
| 1004 | Â | Â | NA | Â | Â |
| 1005 | Â | Â | NA | Â | Â |
| 1008 | Â | Â | NA | Â | Â |
| 1009 | Â | Â | NA | Â | Â |
| 1010 | Â | Â | NA | Â | Â |
| 1011 | Â | Â | NA | Â | Â |
| 1012 | Â | Â | NA | Â | Â |
| 1013 | Â | Â | NA | Â | Â |
| 1014 | NA | NA | NA | NA | NA |
| 1015 | Â | Â | NA | Â | Â |
| 1016 | Â | Â | NA | Â | Â |
| 1017 | NA | NA | NA | NA | NA |
| 1018 | Â | Â | NA | Â | Â |
| 1019 | Â | Â | NA | Â | Â |
| 1020 | NA | NA | NA | NA | NA |
| 1021 | Â | Â | NA | Â | Â |
| 1022 | Â | Â | NA | Â | Â |
| 1023 | Â | Â | NA | Â | Â |
| 1024 | Â | Â | NA | Â | Â |
| 1025 | Â | Â | NA | Â | Â |
| 1026 | Â | Â | NA | Â | Â |
| 1027 | Â | Â | NA | Â | Â |
| 1028 | Â | Â | NA | Â | Â |
| 1030 | Â | Â | NA | Â | Â |
| 1031 | Â | Â | NA | Â | Â |
| 1032 | Â | Â | NA | Â | Â |
| 1033 | Â | Â | NA | Â | Â |
| 1034 | Â | Â | NA | Â | Â |
| 1035 | Â | Â | NA | Â | Â |
| 1036 | Â | NA | NA | NA | NA |
| 1038 | NA | NA | NA | NA | NA |
| 1041 | NA | NA | NA | NA | NA |
| 1043 | Â | Â | NA | Â | Â |
| 1044 | Â | Â | NA | Â | Â |
| 1045 | Â | Â | NA | Â | Â |
| 1046 | Â | Â | NA | Â | Â |
| 1047 | NA | NA | NA | NA | NA |
| 1048 | Â | Â | NA | Â | Â |
| 1049 | Â | NA | NA | NA | NA |
| 1050 | NA | NA | NA | NA | NA |
| 1051 | Â | Â | NA | Â | Â |
| 1052 | Â | Â | NA | Â | Â |
| 1053 | Â | Â | NA | Â | Â |
| 1054 | Â | Â | NA | Â | Â |
| 1055 | Â | Â | NA | Â | Â |
| 1056 | Â | NA | NA | NA | NA |
| 1057 | Â | NA | NA | NA | NA |
| 1058 | Â | Â | NA | Â | Â |
| 1059 | NA | NA | NA | NA | NA |
| 1060 | Â | Â | NA | Â | Â |
| 1061 | NA | NA | NA | NA | NA |
| 1062 | Â | NA | NA | NA | NA |
| 1064 | Â | Â | NA | Â | Â |
| 1065 | Â | Â | NA | Â | Â |
| 1066 | Â | Â | NA | Â | Â |
| 1067 | Â | Â | NA | Â | Â |
| 1068 | Â | Â | NA | Â | Â |
| 1069 | Â | Â | NA | Â | Â |
| 1070 | Â | NA | NA | NA | NA |
| 1071 | Â | NA | NA | NA | NA |
| 1072 | NA | NA | NA | NA | NA |
| 1073 | NA | NA | NA | NA | NA |
| 1074 | Â | Â | NA | Â | Â |
| 1075 | Â | NA | NA | NA | NA |
| 1076 | Â | Â | NA | Â | Â |
| 1077 | Â | NA | NA | NA | NA |
| 1078 | Â | Â | NA | Â | Â |
| 1079 | Â | Â | NA | Â | Â |
| 1080 | Â | Â | NA | Â | Â |
| 1081 | Â | Â | NA | Â | Â |
| 1082 | Â | Â | NA | Â | Â |
| 1083 | Â | Â | NA | Â | Â |
| 1084 | Â | Â | NA | Â | Â |
| 1085 | Â | Â | NA | Â | Â |
| 1086 | Â | Â | NA | Â | Â |
| 1087 | Â | Â | NA | Â | Â |
| 1088 | Â | Â | NA | Â | Â |
| 1089 | Â | Â | NA | Â | Â |
| 1090 | Â | Â | NA | Â | Â |
| 1091 | Â | Â | NA | Â | Â |
| 1092 | NA | NA | NA | NA | NA |
| 1093 | Â | Â | NA | Â | Â |
| 1094 | Â | Â | NA | Â | Â |
| 1095 | NA | NA | NA | NA | NA |
| 1096 | Â | Â | NA | Â | Â |
| 1097 | Â | Â | NA | Â | Â |
| 1098 | Â | NA | NA | NA | NA |
| 1099 | Â | Â | NA | Â | Â |
| 1100 | Â | NA | NA | NA | NA |
| 1206 | NA | NA | NA | NA | NA |
| 1231 | Â | Â | NA | Â | Â |
| 1232 | Â | Â | NA | Â | Â |
| 1233 | Â | Â | NA | Â | Â |
| 1303 | NA | NA | NA | NA | NA |
| 1311 | NA | NA | NA | NA | NA |
| 1321 | Â | NA | NA | Â | NA |
| 1322 | Â | NA | NA | Â | NA |
| 1323 | Â | NA | NA | Â | NA |
| 1324 | Â | NA | NA | Â | NA |
| 1325 | Â | NA | NA | Â | NA |
| 1601 | NA | NA | NA | NA | NA |
| 1601 | NA | NA | NA | NA | NA |
| 1604 | NA | NA | NA | NA | NA |
| 1604 | NA | NA | NA | NA | NA |
| 1605 | NA | NA | NA | NA | NA |
| 1605 | NA | NA | NA | NA | NA |
| 1607 | NA | NA | NA | NA | NA |
| 1607 | NA | NA | NA | NA | NA |
| 1609 | NA | NA | NA | NA | NA |
| 1609 | NA | NA | NA | NA | NA |
| 1610 | NA | NA | NA | NA | NA |
| 1611 | NA | NA | NA | NA | NA |
| 1611 | NA | NA | NA | NA | NA |
| 1612 | NA | NA | NA | NA | NA |
| 1612 | NA | NA | NA | NA | NA |
| 1613 | NA | NA | NA | NA | NA |
| 1613 | NA | NA | NA | NA | NA |
| 1614 | NA | NA | NA | NA | NA |
| 1614 | NA | NA | NA | NA | NA |
| 1615 | NA | NA | NA | NA | NA |
| 1615 | NA | NA | NA | NA | NA |
| 1616 | NA | NA | NA | NA | NA |
| 1616 | NA | NA | NA | NA | NA |
| 1617 | NA | NA | NA | NA | NA |
| 1617 | NA | NA | NA | NA | NA |
| 1618 | NA | NA | NA | NA | NA |
| 1618 | NA | NA | NA | NA | NA |
| 1619 | NA | NA | NA | NA | NA |
| 1619 | NA | NA | NA | NA | NA |
| 1620 | NA | NA | NA | NA | NA |
| 1620 | NA | NA | NA | NA | NA |
| 1626 | NA | NA | NA | NA | NA |
| 1627 | NA | NA | NA | NA | NA |
| 1630 | NA | NA | NA | NA | NA |
| 1631 | NA | NA | NA | NA | NA |
| 1633 | NA | NA | NA | NA | NA |
| 1634 | NA | NA | NA | NA | NA |
| 1635 | NA | NA | NA | NA | NA |
| 1635 | NA | NA | NA | NA | NA |
| 1636 | NA | NA | NA | NA | NA |
| 1637 | NA | NA | NA | NA | NA |
| 1637 | NA | NA | NA | NA | NA |
| 1638 | NA | NA | NA | NA | NA |
| 1638 | NA | NA | NA | NA | NA |
| 1639 | NA | NA | NA | NA | NA |
| 1639 | NA | NA | NA | NA | NA |
| 1640 | NA | NA | NA | NA | NA |
| 1640 | NA | NA | NA | NA | NA |
| 1644 | NA | NA | NA | NA | NA |
| 1645 | NA | NA | NA | NA | NA |
| 1648 | NA | NA | NA | NA | NA |
| 1650 | NA | NA | NA | NA | NA |
| 1653 | NA | NA | NA | NA | NA |
| 1654 | NA | NA | NA | NA | NA |
| 1661 | NA | NA | NA | NA | NA |
| 1661 | NA | NA | NA | NA | NA |
| 1662 | NA | NA | NA | NA | NA |
| 1662 | NA | NA | NA | NA | NA |
| 1663 | NA | NA | NA | NA | NA |
| 1663 | NA | NA | NA | NA | NA |
| 1664 | NA | NA | NA | NA | NA |
| 1664 | NA | NA | NA | NA | NA |
| 1665 | NA | NA | NA | NA | NA |
| 1665 | NA | NA | NA | NA | NA |
| 1680 | NA | NA | NA | NA | NA |
| 1681 | NA | NA | NA | NA | NA |
| 1681 | NA | NA | NA | NA | NA |
| 1682 | NA | NA | NA | NA | NA |
| 1682 | NA | NA | NA | NA | NA |
| 1683 | NA | NA | NA | NA | NA |
| 1683 | NA | NA | NA | NA | NA |
| 1684 | NA | NA | NA | NA | NA |
| 1684 | NA | NA | NA | NA | NA |
| 1685 | NA | NA | NA | NA | NA |
| 1685 | NA | NA | NA | NA | NA |
| 1697 | NA | NA | NA | NA | NA |
| 1700 | NA | NA | NA | NA | NA |
| 2178 | Â | NA | Â | Â | NA |
| 2179 | Â | NA | NA | NA | NA |
| 2180 | Â | NA | NA | NA | NA |
| 2181 | Â | NA | Â | Â | NA |
| 2182 | Â | NA | Â | Â | NA |
| 2183 | Â | NA | Â | Â | NA |
| 2184 | Â | NA | Â | Â | NA |
| 3229 | Â | NA | NA | Â | NA |
| 3233 | Â | NA | NA | Â | NA |
| 3237 | NA | NA | NA | NA | NA |
| 3245 | Â | Â | NA | Â | Â |
| 3247 | Â | Â | NA | Â | Â |
| 3254 | NA | NA | NA | NA | NA |
| 3263 | Â | NA | NA | Â | NA |
| 3268 | NA | NA | NA | NA | NA |
| 3271 | NA | NA | NA | NA | NA |
| 3273 | NA | NA | NA | NA | NA |
| 3586 | NA | NA | NA | NA | NA |
| 3591 | NA | NA | NA | NA | NA |
| 3704 | NA | NA | NA | NA | NA |
| 3732 | NA | NA | NA | NA | NA |
| 3743 | NA | NA | NA | NA | NA |
| 3748 | NA | NA | NA | NA | NA |
| 3758 | NA | NA | NA | NA | NA |
| 3759 | NA | NA | NA | NA | NA |
| 3767 | NA | NA | NA | NA | NA |
| 3774 | NA | NA | NA | NA | NA |
| 3780 | NA | NA | NA | NA | NA |
| 3786 | NA | NA | NA | NA | NA |
| 3794 | NA | NA | NA | NA | NA |
| 3798 | NA | NA | NA | NA | NA |
| 4578 | NA | NA | NA | NA | NA |
| 4601 | Â | NA | NA | Â | NA |
| 4602 | NA | NA | NA | NA | NA |
| 4602 | NA | NA | NA | NA | NA |
| 4603 | Â | NA | NA | Â | NA |
| 4604 | Â | NA | NA | Â | NA |
| 4607 | Â | NA | NA | Â | NA |
| 4608 | Â | NA | NA | Â | NA |
| 4610 | NA | NA | NA | NA | NA |
| 4611 | Â | NA | NA | Â | NA |
| 4612 | Â | NA | NA | Â | NA |
| 4613 | Â | NA | NA | Â | NA |
| 4614 | Â | NA | NA | Â | NA |
| 4616 | Â | NA | NA | Â | NA |
| 4617 | Â | NA | NA | Â | NA |
| 4618 | Â | NA | NA | Â | NA |
| 4618 | NA | NA | NA | NA | NA |
| 4619 | NA | NA | NA | NA | NA |
| 4620 | Â | NA | NA | Â | NA |
| 4621 | Â | NA | NA | Â | NA |
| 4622 | Â | NA | NA | Â | NA |
| 4623 | Â | NA | NA | Â | NA |
| 4624 | Â | NA | NA | Â | NA |
| 4626 | Â | NA | NA | Â | NA |
| 4627 | Â | NA | NA | Â | NA |
| 4628 | Â | NA | NA | Â | NA |
| 4628 | NA | NA | NA | NA | NA |
| 4629 | Â | NA | NA | Â | NA |
| 4630 | NA | NA | NA | NA | NA |
| 4631 | Â | NA | NA | Â | NA |
| 4632 | Â | NA | NA | Â | NA |
| 4633 | Â | NA | NA | Â | NA |
| 4634 | Â | NA | NA | Â | NA |
| 4635 | Â | NA | NA | Â | NA |
| 4636 | Â | NA | NA | Â | NA |
| 4637 | Â | NA | NA | Â | NA |
| 4638 | Â | NA | NA | Â | NA |
| 4639 | Â | NA | NA | Â | NA |
| 4641 | Â | NA | NA | Â | NA |
| 4642 | NA | NA | NA | NA | NA |
| 4643 | Â | NA | NA | Â | NA |
| 4644 | NA | NA | NA | NA | NA |
| 4646 | Â | NA | NA | Â | NA |
| 4648 | Â | NA | NA | Â | NA |
| 4650 | Â | NA | NA | Â | NA |
| 4651 | Â | NA | NA | Â | NA |
| 4652 | Â | NA | NA | Â | NA |
| 4654 | Â | NA | NA | Â | NA |
| 4655 | Â | NA | NA | Â | NA |
| 4656 | NA | NA | NA | NA | NA |
| 4657 | Â | NA | NA | Â | NA |
| 4658 | Â | NA | NA | Â | NA |
| 4666 | Â | NA | NA | Â | NA |
| 4668 | Â | NA | NA | Â | NA |
| 4670 | Â | NA | NA | Â | NA |
| 4672 | NA | NA | NA | NA | NA |
| 4674 | Â | NA | NA | Â | NA |
| 4676 | Â | NA | NA | Â | NA |
| 4678 | Â | NA | NA | Â | NA |
| 4679 | Â | NA | NA | Â | NA |
| 4680 | Â | NA | NA | Â | NA |
| 4681 | Â | NA | NA | Â | NA |
| 4683 | Â | NA | NA | Â | NA |
| 4684 | Â | NA | NA | Â | NA |
| 4685 | Â | NA | NA | Â | NA |
| 4685 | NA | NA | NA | NA | NA |
| 4686 | Â | NA | NA | Â | NA |
| 4687 | Â | NA | NA | Â | NA |
| 4688 | Â | NA | NA | Â | NA |
| 4689 | Â | NA | NA | Â | NA |
| 4690 | NA | NA | NA | NA | NA |
| 4691 | Â | NA | NA | Â | NA |
| 4693 | Â | NA | NA | Â | NA |
| 4695 | Â | NA | NA | Â | NA |
| 4696 | Â | NA | NA | Â | NA |
| 4697 | Â | NA | NA | Â | NA |
| 4698 | Â | NA | NA | Â | NA |
| 4699 | Â | NA | NA | Â | NA |
| 4700 | Â | NA | NA | Â | NA |
| 4721 | Â | NA | NA | NA | NA |
| 4723 | Â | NA | NA | Â | NA |
| 4733 | Â | NA | NA | NA | NA |
| 4740 | NA | NA | NA | NA | NA |
| 4741 | NA | NA | NA | NA | NA |
| 4743 | Â | NA | NA | NA | NA |
| 4748 | Â | NA | NA | NA | NA |
| 4759 | NA | NA | NA | NA | NA |
| 4760 | Â | NA | NA | NA | NA |
| 4762 | NA | NA | NA | NA | NA |
| 4763 | Â | NA | NA | NA | NA |
| 4771 | Â | NA | NA | NA | NA |
| 4774 | Â | NA | NA | NA | NA |
| 4786 | NA | NA | NA | NA | NA |
| 4788 | NA | NA | NA | NA | NA |
| 4791 | NA | NA | NA | NA | NA |
| 4795 | NA | NA | NA | NA | NA |
| 4818 | Â | NA | NA | NA | NA |
| 4822 | NA | NA | NA | NA | NA |
| 4823 | Â | NA | NA | NA | NA |
| 4831 | Â | NA | NA | NA | NA |
| 4860 | Â | NA | NA | Â | NA |
| 4861 | Â | NA | NA | Â | NA |
| 4862 | Â | NA | NA | Â | NA |
| 4863 | Â | NA | NA | Â | NA |
| 4864 | Â | NA | NA | Â | NA |
| 4865 | Â | NA | NA | Â | NA |
| 4866 | Â | NA | NA | Â | NA |
| 4867 | Â | NA | NA | Â | NA |
| 4868 | NA | NA | NA | NA | NA |
| 4869 | Â | NA | NA | Â | NA |
| 4870 | Â | NA | NA | Â | NA |
| 4871 | Â | NA | NA | Â | NA |
| 4872 | Â | NA | NA | Â | NA |
| 4873 | Â | NA | NA | Â | NA |
| 4874 | NA | NA | NA | NA | NA |
| 4875 | Â | NA | NA | Â | NA |
| 4876 | NA | NA | NA | NA | NA |
| 4877 | Â | NA | NA | Â | NA |
| 4878 | Â | NA | NA | Â | NA |
| 4879 | NA | NA | NA | NA | NA |
| 4880 | NA | NA | NA | NA | NA |
| 4881 | Â | NA | NA | Â | NA |
| 4882 | Â | NA | NA | Â | NA |
| 4883 | Â | NA | NA | Â | NA |
| 4884 | NA | NA | NA | NA | NA |
| 4885 | Â | NA | NA | Â | NA |
| 4886 | Â | NA | NA | Â | NA |
| 4887 | Â | NA | NA | Â | NA |
| 4888 | Â | NA | NA | Â | NA |
| 4889 | Â | NA | NA | Â | NA |
| 4890 | Â | NA | NA | Â | NA |
| 4891 | Â | NA | NA | Â | NA |
| 4892 | Â | NA | NA | Â | NA |
| 4893 | Â | NA | NA | Â | NA |
| 4894 | Â | NA | NA | Â | NA |
| 4895 | NA | NA | NA | NA | NA |
| 4896 | Â | NA | NA | Â | NA |
| 4897 | Â | NA | NA | Â | NA |
| 4898 | Â | NA | NA | Â | NA |
| 4899 | Â | NA | NA | Â | NA |
| 4918 | Â | Â | Â | NA | NA |
| 4919 | NA | NA | NA | NA | NA |
| 4920 | NA | NA | NA | NA | NA |
| 4922 | Â | Â | Â | NA | NA |
| 4925 | Â | Â | Â | NA | NA |
| 4976 | Â | NA | NA | NA | NA |
| 4977 | Â | NA | NA | NA | NA |
| 4978 | Â | NA | NA | NA | NA |
| 4979 | Â | NA | NA | NA | NA |
| 4980 | Â | Â | NA | Â | Â |
| 4981 | Â | Â | NA | Â | Â |
| 4982 | Â | Â | NA | Â | Â |
| 4983 | Â | Â | NA | Â | Â |
| 4984 | Â | Â | NA | Â | Â |
| 4985 | Â | Â | NA | Â | Â |
| 4996 | Â | NA | NA | Â | NA |
| 5000 | Â | NA | NA | Â | NA |
| 6403 | NA | NA | NA | NA | NA |
| 6404 | NA | NA | NA | NA | NA |
| 6405 | NA | NA | NA | NA | NA |
| 6407 | NA | NA | NA | NA | NA |
| 6409 | NA | NA | NA | NA | NA |
| 6412 | NA | NA | NA | NA | NA |
| 6440 | NA | NA | NA | NA | NA |
| 6526 | Â | Â | Â | NA | NA |
| 6530 | Â | Â | Â | NA | NA |
| 6531 | NA | NA | NA | NA | NA |
| 6545 | NA | NA | NA | NA | NA |
| 6546 | NA | NA | NA | NA | NA |
| 6548 | NA | NA | NA | NA | NA |
| 6549 | NA | NA | NA | NA | NA |
| 6581 | NA | NA | NA | NA | NA |
## Bars to remove due to NA (excluding density): 3041.0.2 Graph response distributions, remove bar outliers over 3sd
| Bar tag | deltaMass_mgcm2y | deltaVolume_mm3cm2y | deltaDensity_mgcm3cm2y | macroboring_mm3cm2y | grazing_mm3cm2y |
|---|---|---|---|---|---|
| 1015 | Â | Â | NA | -24.8938777859082 | Â |
| 1089 | 349.434480122324 | 323.694505156728 | NA | Â | Â |
| 1091 | 204.908263630731 | 179.12630353005 | NA | Â | Â |
| 1099 | 358.255125506704 | 185.217165931946 | NA | Â | Â |
| 1202 | Â | Â | Â | Â | -111.780156371243 |
| 1307 | Â | Â | Â | -24.5193132628601 | Â |
| 1621 | Â | Â | Â | -28.9974082568807 | Â |
| 1652 | Â | Â | Â | -31.2095522826452 | Â |
| 1655 | Â | Â | Â | -35.0926548338369 | Â |
| 1668 | Â | Â | Â | -29.4517093515038 | Â |
| 1677 | Â | Â | Â | -29.4132597117794 | Â |
| 3209 | 298.84749589491 | 169.089583222154 | Â | Â | Â |
| 3223 | Â | Â | 6.62596111353211 | Â | Â |
| 3224 | Â | Â | -3.83347528923408 | Â | Â |
| 3230 | Â | Â | Â | Â | -118.902026911429 |
| 3257 | Â | Â | Â | -30.0331134324082 | Â |
| 3261 | 178.62672604253 | 114.04805057132 | Â | Â | Â |
| 3267 | Â | Â | Â | Â | -118.057946004559 |
| 3272 | Â | Â | -9.1543745044013 | Â | Â |
| 3274 | Â | Â | -6.79311600957022 | Â | -123.858158064836 |
| 3286 | Â | Â | Â | -40.20584745116 | Â |
| 3701 | Â | Â | Â | -26.3157627875794 | Â |
| 3761 | Â | Â | Â | Â | -123.61576600303 |
| 3772 | Â | Â | Â | -46.4086290266996 | Â |
| 3773 | Â | Â | -9.27418068209876 | Â | Â |
| 4913 | Â | Â | -4.47262853407638 | Â | Â |
| 4915 | Â | Â | -4.69132108660914 | Â | Â |
| 4926 | Â | Â | 8.28476761202485 | Â | Â |
| 4927 | Â | Â | 7.75247275694444 | Â | Â |
| 6422 | Â | Â | Â | -64.5657941863532 | Â |
| 6442 | Â | Â | Â | Â | -137.108488703915 |
| 6443 | Â | Â | Â | -32.1697529503733 | Â |
| 6453 | Â | Â | Â | Â | -137.944670965684 |
| 6540 | Â | Â | Â | -26.1374506049242 | Â |
| 6563 | Â | Â | Â | -42.9801620597015 | Â |
| 6585 | Â | Â | -14.4566789097368 | Â | Â |
## Bars to remove due to ±3 SD outliers: 361.0.3 Graph deployment duration
1.0.4 Clean data
Remove data that is 1. Not successfully recovered 2. Not plob or mcav 3. Tag 1022 4. Data from Maug seep 5. Grazing data that is positive 6. Deployed for more than 6 years or less than 2 years
1.0.5 Remove sites with low replication
## ### loc3 removed due to insufficient replication (< 3 BARs)| site | n_bar | n_parrot_comm | n_parrot_fxn |
|---|---|---|---|
| frenchFrigateShoals-north | 0 | 32 | 64 |
| keys-lki | 0 | 16 | 32 |
| puertoRico-northeast | 0 | 16 | 32 |
| saintThomas-north | 0 | 14 | 28 |
| oahu-southeast | 0 | 14 | 28 |
| saintJohn-east | 0 | 13 | 26 |
| saintJohn-north | 0 | 13 | 26 |
| saintJohn-south | 0 | 13 | 26 |
| saintThomas-west | 0 | 12 | 24 |
| puertoRico-east | 0 | 11 | 22 |
| frenchFrigateShoals-east | 0 | 11 | 22 |
| pearlHermes-east | 0 | 11 | 22 |
| saintJohn-west | 0 | 10 | 20 |
| maug-innerHCO2 | 0 | 10 | 20 |
| maug-innerMCO2 | 0 | 10 | 20 |
| hawaii-south | 0 | 10 | 20 |
| hawaii-east | 0 | 10 | 20 |
| oahu-southwest | 0 | 10 | 20 |
| frenchFrigateShoals-south | 0 | 10 | 20 |
| saintThomas-south | 1 | 12 | 24 |
| frenchFrigateShoals-west | 1 | 10 | 20 |
| jarvis-east | 2 | 28 | 56 |
| jarvis-south | 2 | 20 | 40 |
| pearlHermes-north | 2 | 11 | 22 |
| saipan-north | 2 | 11 | 22 |
## Total BARs before filtering: 507## Total BARs removed: 10## Percent removed: 2 %1.0.6 Check binds across datasets
| loc1 | in_BAR | in_PARROT | in_ENV | match_status |
|---|---|---|---|---|
| caribbean | TRUE | TRUE | TRUE | MATCH |
| florida | TRUE | TRUE | TRUE | MATCH |
| flowerGardenBanks | TRUE | TRUE | TRUE | MATCH |
| marianas | TRUE | TRUE | TRUE | MATCH |
| middleHawaiianIslands | TRUE | TRUE | TRUE | MATCH |
| northwestHawaiianIslands | TRUE | TRUE | TRUE | MATCH |
| pacificRemoteIslandArea | TRUE | TRUE | TRUE | MATCH |
| samoa | TRUE | TRUE | TRUE | MATCH |
| loc2 | in_BAR | in_PARROT | in_ENV | match_status |
|---|---|---|---|---|
| dryTortugas | TRUE | TRUE | TRUE | MATCH |
| flowerGardenBanks | TRUE | TRUE | TRUE | MATCH |
| guam | TRUE | TRUE | TRUE | MATCH |
| hawaii | TRUE | TRUE | TRUE | MATCH |
| jarvis | TRUE | TRUE | TRUE | MATCH |
| keys | TRUE | TRUE | TRUE | MATCH |
| maug | TRUE | TRUE | TRUE | MATCH |
| oahu | TRUE | TRUE | TRUE | MATCH |
| ofu | TRUE | TRUE | TRUE | MATCH |
| pagan | TRUE | TRUE | TRUE | MATCH |
| palmyra | TRUE | TRUE | TRUE | MATCH |
| pearlHermes | TRUE | TRUE | TRUE | MATCH |
| puertoRico | TRUE | TRUE | TRUE | MATCH |
| saintCroix | TRUE | TRUE | TRUE | MATCH |
| saipan | TRUE | TRUE | TRUE | MATCH |
| tau | TRUE | TRUE | TRUE | MATCH |
| tutuila | TRUE | TRUE | TRUE | MATCH |
| wake | TRUE | TRUE | TRUE | MATCH |
| loc3 | in_BAR | in_PARROT | in_ENV | match_status |
|---|---|---|---|---|
| dryTortugas-west | TRUE | TRUE | TRUE | MATCH |
| flowerGardenBanks-east | TRUE | TRUE | TRUE | MATCH |
| guam-east | TRUE | TRUE | TRUE | MATCH |
| guam-north | TRUE | TRUE | TRUE | MATCH |
| guam-south | TRUE | TRUE | TRUE | MATCH |
| guam-west | TRUE | TRUE | TRUE | MATCH |
| hawaii-north | TRUE | TRUE | TRUE | MATCH |
| hawaii-west | TRUE | TRUE | TRUE | MATCH |
| jarvis-west | TRUE | TRUE | TRUE | MATCH |
| keys-lko | TRUE | TRUE | TRUE | MATCH |
| keys-mki | TRUE | TRUE | TRUE | MATCH |
| keys-mko | TRUE | TRUE | TRUE | MATCH |
| keys-uki | TRUE | TRUE | TRUE | MATCH |
| keys-uko | TRUE | TRUE | TRUE | MATCH |
| maug-east | TRUE | TRUE | TRUE | MATCH |
| maug-north | TRUE | TRUE | TRUE | MATCH |
| maug-south | TRUE | TRUE | TRUE | MATCH |
| maug-west | TRUE | TRUE | TRUE | MATCH |
| oahu-east | TRUE | TRUE | TRUE | MATCH |
| oahu-north | TRUE | TRUE | FALSE | BAR & PARROT only |
| oahu-south | TRUE | TRUE | TRUE | MATCH |
| oahu-west | TRUE | TRUE | TRUE | MATCH |
| ofu-north | TRUE | TRUE | TRUE | MATCH |
| ofu-south | TRUE | TRUE | TRUE | MATCH |
| pagan-east | TRUE | TRUE | TRUE | MATCH |
| pagan-north | TRUE | TRUE | TRUE | MATCH |
| pagan-south | TRUE | TRUE | TRUE | MATCH |
| pagan-west | TRUE | TRUE | TRUE | MATCH |
| palmyra-east | TRUE | TRUE | TRUE | MATCH |
| palmyra-north | TRUE | TRUE | TRUE | MATCH |
| palmyra-west | TRUE | TRUE | TRUE | MATCH |
| pearlHermes-south | TRUE | TRUE | TRUE | MATCH |
| pearlHermes-west | TRUE | TRUE | FALSE | BAR & PARROT only |
| puertoRico-north | TRUE | TRUE | TRUE | MATCH |
| puertoRico-south | TRUE | TRUE | TRUE | MATCH |
| puertoRico-southwest | TRUE | TRUE | TRUE | MATCH |
| puertoRico-west | TRUE | TRUE | TRUE | MATCH |
| saintCroix-east | TRUE | TRUE | TRUE | MATCH |
| saintCroix-north | TRUE | TRUE | TRUE | MATCH |
| saintCroix-south | TRUE | TRUE | TRUE | MATCH |
| saintCroix-west | TRUE | TRUE | TRUE | MATCH |
| saipan-east | TRUE | TRUE | TRUE | MATCH |
| saipan-northwest | TRUE | TRUE | TRUE | MATCH |
| saipan-south | TRUE | TRUE | TRUE | MATCH |
| saipan-west | TRUE | TRUE | TRUE | MATCH |
| tau-north | TRUE | TRUE | TRUE | MATCH |
| tau-west | TRUE | TRUE | TRUE | MATCH |
| tutuila-east | TRUE | TRUE | TRUE | MATCH |
| tutuila-north | TRUE | TRUE | TRUE | MATCH |
| tutuila-south | TRUE | TRUE | TRUE | MATCH |
| tutuila-west | TRUE | TRUE | TRUE | MATCH |
| wake-east | TRUE | TRUE | TRUE | MATCH |
| wake-north | TRUE | TRUE | TRUE | MATCH |
| wake-south | TRUE | TRUE | TRUE | MATCH |
| wake-west | TRUE | TRUE | TRUE | MATCH |
2 Data exploration
2.1 General
2.1.1 Map of BAR, parrot surveys, and environmental sites
2.1.2 Timeline of BAR data, parrot surveys, and environmental data
2.2 BAR data
2.2.1 Summary
There are a total of 497 bars included in this study. Sites are
divided at three levels across 2 basins. The highest level (loc1)
includes 8 large regions including:
caribbean, flowerGardenBanks, florida, marianas,
middleHawaiianIslands, pacificRemoteIslandArea, samoa,
northwestHawaiianIslands
Within these larger regions are 18 sublevels (loc2) that are
generally inclusive of an island including:
saintCroix, puertoRico, flowerGardenBanks, dryTortugas, keys,
guam, hawaii, jarvis, maug, oahu, ofu, pagan, palmyra, pearlHermes,
saipan, tau, tutuila, wake
Most islands or loc2 level includes multiple sites (loc3) within it, totaling 55 loc3 levels across both basins
Deployment dates ranged from 2014-03-25 to 2021-06-26 and recovery dates ranged from 2017-04-19 to 2024-08-24. The deployment duration ranged from 906 to 1879 days and was on 1313.0080483 days.
2.2.2 Calculation of stats for bar alteration by loc2
|
location
|
duration
|
depth
|
deltaMass
|
deltaVolume
|
deltaDensity
|
macroboring
|
grazing
|
accretion
|
|||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| basin | loc1 | loc2 | loc1.2 | maxDays | minDays | n | maxDepth | minDepth | meanDepth | meanDeltaMass | sdDeltaMass | seDeltaMass | meanDeltaVolume | sdDeltaVolume | seDeltaVolume | meanDeltaDensity | sdDeltaDensity | seDeltaDensity | meanMacroboring | sdMacroboring | seMacroboring | meanGrazing | sdGrazing | seGrazing | meanAccretion | sdAccretion | seAccretion |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | 1798 | 1140 | 19 | 20.20000 | 15.0 | 18.410526 | -23.887269 | 39.955315 | 9.166378 | -21.692905 | 26.646762 | 6.113186 | 1.1100159 | 0.9942460 | 0.2280957 | -6.7592766 | 6.3967878 | 1.4675238 | -22.105461 | 25.385889 | 5.8239224 | 7.171832 | 5.807348 | 1.3322971 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | 1441 | 1090 | 59 | 15.00000 | 15.0 | 15.000000 | -9.148334 | 28.583683 | 3.721279 | -17.442065 | 24.135804 | 3.142214 | 0.9913609 | 0.8232730 | 0.1071810 | -3.8274967 | 3.3519761 | 0.4363901 | -25.358702 | 19.735835 | 2.5693868 | 11.744134 | 7.247331 | 0.9435221 |
| atlantic | florida | dryTortugas | florida.dryTortugas | 1093 | 1043 | 18 | 13.71951 | 13.1 | 13.542547 | -16.804326 | 29.778896 | 7.018953 | -22.812553 | 24.159547 | 5.694460 | 0.5576937 | 1.7098776 | 0.4030220 | -6.6204479 | 6.8886331 | 1.6236664 | -24.654668 | 20.901698 | 4.9265774 | 8.462564 | 4.491876 | 1.0587453 |
| atlantic | florida | keys | florida.keys | 1417 | 956 | 152 | 15.00000 | 3.0 | 7.098684 | 9.768164 | 44.243898 | 3.588654 | -6.778079 | 31.819224 | 2.580880 | 1.4648308 | 0.6307066 | 0.0511571 | -2.7961963 | 3.5685817 | 0.2894502 | -25.604253 | 22.563784 | 1.8301646 | 21.622370 | 13.769079 | 1.1168198 |
| atlantic | flowerGardenBanks | flowerGardenBanks | flowerGardenBanks.flowerGardenBanks | 1463 | 1220 | 10 | 21.00000 | 20.0 | 20.220000 | -72.273648 | 38.913584 | 12.305556 | -59.674049 | 25.840114 | 8.171362 | 1.6500681 | 2.1329018 | 0.6744828 | -0.8068248 | 1.2321116 | 0.3896279 | -64.549822 | 22.081816 | 6.9828832 | 5.682598 | 4.678050 | 1.4793294 |
| pacific | marianas | guam | marianas.guam | 1813 | 1085 | 22 | 16.50000 | 13.7 | 14.900000 | -16.969641 | 56.932283 | 12.138004 | -19.667064 | 44.487784 | 9.484827 | 1.3931121 | 0.7813143 | 0.1665768 | -1.4235523 | 2.1981541 | 0.4686480 | -38.783116 | 33.185826 | 7.0752418 | 20.539605 | 25.370376 | 5.4089824 |
| pacific | marianas | maug | marianas.maug | 1840 | 1133 | 37 | 16.20000 | 10.4 | 13.064865 | -20.329619 | 43.155854 | 7.094779 | -26.317644 | 37.678857 | 6.194366 | 1.0373989 | 0.4025262 | 0.0661749 | -0.8864777 | 0.6903796 | 0.1134977 | -36.995245 | 27.985374 | 4.6007672 | 11.564079 | 13.009806 | 2.1387989 |
| pacific | marianas | pagan | marianas.pagan | 1879 | 1136 | 31 | 17.40000 | 14.6 | 15.909677 | -2.996212 | 34.301126 | 6.160664 | -10.089571 | 29.580337 | 5.312785 | 1.0495521 | 0.5617518 | 0.1008936 | -2.7665269 | 4.6536253 | 0.8358158 | -23.239508 | 18.888503 | 3.3924753 | 15.916464 | 15.305464 | 2.7489426 |
| pacific | marianas | saipan | marianas.saipan | 1800 | 1127 | 23 | 17.40000 | 12.5 | 15.365217 | -50.308038 | 47.257391 | 9.853847 | -47.155204 | 36.709960 | 7.654556 | 1.6591509 | 0.6307645 | 0.1315235 | -0.8146666 | 1.0867265 | 0.2265981 | -55.212434 | 29.782467 | 6.2100737 | 8.871897 | 9.435812 | 1.9675029 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | 1818 | 1064 | 21 | 14.30000 | 13.7 | 14.071429 | -18.872941 | 28.483093 | 6.215520 | -19.061123 | 22.776074 | 4.970147 | 1.2084105 | 0.6451226 | 0.1407773 | -5.7729464 | 7.2448232 | 1.5809500 | -22.687984 | 19.003771 | 4.1469628 | 9.399808 | 5.576143 | 1.2168141 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | 1849 | 906 | 28 | 14.60000 | 2.1 | 11.550000 | -15.296147 | 45.848138 | 8.664484 | -15.829532 | 34.505834 | 6.520990 | 1.0651971 | 1.0055138 | 0.1900242 | -3.9897618 | 5.1407164 | 0.9715041 | -28.946230 | 23.808310 | 4.4993477 | 17.106459 | 18.915149 | 3.5746273 |
| pacific | northwestHawaiianIslands | pearlHermes | northwestHawaiianIslands.pearlHermes | 1870 | 1088 | 18 | 13.70000 | 13.7 | 13.700000 | -4.590498 | 8.488513 | 2.000762 | -7.711617 | 5.267356 | 1.241528 | 1.0012966 | 0.1901713 | 0.0448238 | -0.7394912 | 1.8347163 | 0.4324468 | -12.087875 | 5.082518 | 1.1979610 | 5.115749 | 2.295003 | 0.5409374 |
| pacific | pacificRemoteIslandArea | jarvis | pacificRemoteIslandArea.jarvis | 1205 | 1205 | 3 | 14.90000 | 14.9 | 14.900000 | -66.793822 | 28.457352 | 16.429860 | -47.319912 | 16.887102 | 9.749773 | 0.2872554 | 1.3118399 | 0.7573911 | -2.2936822 | 0.6076557 | 0.3508302 | -47.829699 | 14.509599 | 8.3771211 | 2.803470 | 1.808331 | 1.0440406 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | 1207 | 1202 | 10 | 14.90000 | 13.4 | 14.330000 | -50.852411 | 62.444951 | 19.746827 | -40.143502 | 45.318649 | 14.331015 | 0.6662410 | 0.8372087 | 0.2647486 | -0.4296574 | 1.0688597 | 0.3380031 | -51.846544 | 30.592630 | 9.6742389 | 12.132699 | 19.048703 | 6.0237288 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | 1099 | 1063 | 13 | 15.20000 | 13.4 | 13.953846 | -65.346024 | 65.024952 | 18.034677 | -45.706538 | 48.406214 | 13.425468 | NaN | NA | NA | -0.7396654 | 0.9924724 | 0.2752623 | -62.217266 | 29.033479 | 8.0524381 | 17.250393 | 26.708198 | 7.4075213 |
| pacific | samoa | ofu | samoa.ofu | 1214 | 1199 | 7 | 14.60000 | 14.6 | 14.600000 | 6.382131 | 48.624755 | 18.378430 | 4.680463 | 29.713490 | 11.230643 | -0.5377108 | 0.8564338 | 0.3237016 | -5.9346301 | 6.8481269 | 2.5883487 | -14.531377 | 11.833437 | 4.4726189 | 25.146469 | 17.989797 | 6.7995043 |
| pacific | samoa | tau | samoa.tau | 1215 | 1206 | 7 | 14.90000 | 14.3 | 14.557143 | 47.094565 | 32.617639 | 12.328309 | 34.590746 | 24.903534 | 9.412651 | 0.0392026 | 1.5035917 | 0.5683042 | -2.6229508 | 3.9162876 | 1.4802176 | -2.695202 | 2.514619 | 0.9504369 | 39.908898 | 24.845472 | 9.3907057 |
| pacific | samoa | tutuila | samoa.tutuila | 1223 | 1216 | 19 | 15.80000 | 13.7 | 14.600000 | 15.614836 | 51.926517 | 11.912760 | 3.532612 | 36.708065 | 8.421408 | -0.5591948 | 1.3716151 | 0.3146701 | -3.1631227 | 2.9894899 | 0.6858360 | -20.390350 | 20.572391 | 4.7196301 | 27.086085 | 24.543633 | 5.6306956 |
2.2.3 Calculation of stats for bar alteration by loc3
|
location
|
gps
|
sample size
|
depth
|
deployment
|
duration
|
deltaMass
|
deltaVolume
|
deltaDensity
|
macroboring
|
grazing
|
accretion
|
|||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| basin | loc1 | loc2 | loc1.2 | loc3 | latitude | longitude | n | maxDepth | minDepth | meanDepth | maxDate | minDate | maxDays | minDays | meanDeltaMass | sdDeltaMass | seDeltaMass | meanDeltaVolume | sdDeltaVolume | seDeltaVolume | meanDeltaDensity | sdDeltaDensity | seDeltaDensity | meanMacroboring | sdMacroboring | seMacroboring | meanGrazing | sdGrazing | seGrazing | meanAccretion | sdAccretion | seAccretion |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-north | 18.48227 | -66.72124 | 4 | 19.90000 | 19.9 | 19.900000 | 2022-05-20 | 2017-06-17 | 1798 | 1798 | -7.0448502 | 23.336184 | 11.668092 | -8.4404898 | 19.631520 | 9.815760 | 1.3317820 | 0.7229541 | 0.3614770 | -3.9018501 | 3.0752150 | 1.5376075 | -20.117508 | 17.395273 | 8.6976366 | 15.578869 | 5.067600 | 2.5337999 |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-south | 17.91047 | -66.23161 | 4 | 19.80000 | 19.8 | 19.800000 | 2021-11-22 | 2017-06-16 | 1620 | 1620 | 4.7615226 | 26.450116 | 13.225058 | -4.5747997 | 3.506616 | 1.753308 | 0.7379584 | 0.4972624 | 0.2486312 | -8.6998608 | 7.0490446 | 3.5245223 | -3.932362 | 3.397415 | 1.6987074 | 8.057423 | 5.111981 | 2.5559903 |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-southwest | 17.95355 | -67.05065 | 6 | 15.00000 | 15.0 | 15.000000 | 2021-09-02 | 2015-01-16 | 1534 | 1140 | -61.8693743 | 45.331302 | 18.506426 | -45.3322320 | 33.089216 | 13.508616 | 1.1184512 | 1.6967988 | 0.6927152 | -6.9463970 | 7.7183704 | 3.1510115 | -41.864754 | 34.601193 | 14.1258778 | 3.478918 | 1.830028 | 0.7471059 |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-west | 18.34435 | -67.26923 | 5 | 20.20000 | 20.2 | 20.200000 | 2021-10-08 | 2017-06-18 | 1573 | 1573 | -14.7017112 | 17.557767 | 7.852072 | -17.6221298 | 14.168199 | 6.336211 | 1.2201267 | 0.2629378 | 0.1175894 | -7.2682058 | 7.2802438 | 3.2558240 | -14.523151 | 13.270880 | 5.9349180 | 4.169227 | 2.351464 | 1.0516067 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-east | 17.82805 | -64.46711 | 14 | 15.00000 | 15.0 | 15.000000 | 2022-09-08 | 2016-09-14 | 1095 | 1090 | -23.1059383 | 37.029053 | 9.896431 | -28.5693283 | 28.811632 | 7.700233 | 1.0226113 | 0.8538956 | 0.2282132 | -5.8291833 | 4.7386006 | 1.2664443 | -35.561184 | 20.364919 | 5.4427536 | 12.821039 | 9.861596 | 2.6356224 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-north | 17.78532 | -64.75953 | 19 | 15.00000 | 15.0 | 15.000000 | 2022-09-05 | 2014-05-26 | 1441 | 1090 | 4.7993866 | 19.064954 | 4.373800 | -5.6039908 | 16.046698 | 3.681365 | 1.0503442 | 0.7944684 | 0.1822635 | -2.9986200 | 2.0204178 | 0.4635156 | -16.424673 | 14.181937 | 3.2535595 | 13.819303 | 5.341399 | 1.2254009 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-south | 17.70121 | -64.64793 | 11 | 15.00000 | 15.0 | 15.000000 | 2022-09-08 | 2016-09-13 | 1094 | 1092 | 1.0137713 | 16.027510 | 4.832476 | -7.9890801 | 12.568688 | 3.789602 | 0.8039674 | 0.9317554 | 0.2809348 | -5.1056032 | 2.5064009 | 0.7557083 | -14.930214 | 6.473458 | 1.9518210 | 12.046737 | 8.976141 | 2.7064083 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-west | 17.73380 | -64.89639 | 15 | 15.00000 | 15.0 | 15.000000 | 2022-09-07 | 2016-09-12 | 1095 | 1091 | -21.2405598 | 27.643599 | 7.137547 | -28.9837008 | 25.917295 | 6.691817 | 1.0445646 | 0.8046882 | 0.2077696 | -2.0718884 | 2.5371390 | 0.6550865 | -34.800379 | 23.380534 | 6.0368279 | 7.888567 | 3.171426 | 0.8188588 |
| atlantic | florida | dryTortugas | florida.dryTortugas | dryTortugas-west | 24.61123 | -82.87045 | 18 | 13.71951 | 13.1 | 13.542547 | 2024-06-23 | 2015-09-02 | 1093 | 1043 | -16.8043263 | 29.778896 | 7.018953 | -22.8125527 | 24.159547 | 5.694460 | 0.5576937 | 1.7098776 | 0.4030220 | -6.6204479 | 6.8886331 | 1.6236664 | -24.654668 | 20.901698 | 4.9265774 | 8.462564 | 4.491876 | 1.0587453 |
| atlantic | florida | keys | florida.keys | keys-lko | 24.55326 | -81.43753 | 15 | 7.00000 | 7.0 | 7.000000 | 2022-10-18 | 2016-04-19 | 1417 | 956 | 34.5686388 | 41.260614 | 10.653445 | 10.3623180 | 33.658437 | 8.690571 | 1.4990566 | 0.8221129 | 0.2122686 | -1.6637502 | 1.8336089 | 0.4734358 | -16.069130 | 25.047005 | 6.4671089 | 28.095198 | 13.970477 | 3.6071618 |
| atlantic | florida | keys | florida.keys | keys-mki | 24.68783 | -81.03599 | 36 | 5.00000 | 3.5 | 4.291667 | 2022-10-26 | 2016-04-20 | 1375 | 1005 | 7.5422837 | 49.840506 | 8.306751 | -6.4411107 | 33.988006 | 5.664668 | 1.4860098 | 0.5421144 | 0.0903524 | -3.6958605 | 5.1918333 | 0.8653056 | -23.986320 | 18.937955 | 3.1563258 | 21.241069 | 16.822413 | 2.8037354 |
| atlantic | florida | keys | florida.keys | keys-mko | 24.63279 | -81.08726 | 31 | 6.00000 | 5.0 | 5.419355 | 2022-10-26 | 2016-04-20 | 1375 | 1005 | 30.7511736 | 34.112329 | 6.126755 | 3.5329314 | 27.933477 | 5.017000 | 1.7630732 | 0.5818379 | 0.1045012 | -2.4716953 | 2.7381202 | 0.4917809 | -22.958202 | 20.317222 | 3.6490808 | 28.962829 | 9.027224 | 1.6213372 |
| atlantic | florida | keys | florida.keys | keys-uki | 24.92639 | -80.58093 | 35 | 5.00000 | 3.0 | 4.428571 | 2023-01-11 | 2016-04-27 | 1350 | 1100 | -15.9217263 | 49.025162 | 8.286765 | -23.3688352 | 35.280289 | 5.963457 | 1.3629599 | 0.6432552 | 0.1087300 | -2.4947702 | 3.1615129 | 0.5343932 | -34.502929 | 27.981007 | 4.7296535 | 13.628864 | 13.220742 | 2.2347133 |
| atlantic | florida | keys | florida.keys | keys-uko | 24.89286 | -80.54553 | 35 | 15.00000 | 6.5 | 14.185714 | 2023-01-11 | 2016-04-19 | 1358 | 1100 | 8.5338072 | 25.423593 | 4.297372 | -7.0124145 | 19.940548 | 3.370568 | 1.2660919 | 0.5830175 | 0.0985479 | -2.9450028 | 3.0297685 | 0.5121243 | -24.799864 | 18.841020 | 3.1847137 | 20.732453 | 9.447776 | 1.5969657 |
| atlantic | flowerGardenBanks | flowerGardenBanks | flowerGardenBanks.flowerGardenBanks | flowerGardenBanks-east | 27.90740 | -93.59925 | 10 | 21.00000 | 20.0 | 20.220000 | 2022-10-05 | 2015-06-01 | 1463 | 1220 | -72.2736476 | 38.913584 | 12.305556 | -59.6740491 | 25.840114 | 8.171362 | 1.6500681 | 2.1329018 | 0.6744828 | -0.8068248 | 1.2321116 | 0.3896279 | -64.549822 | 22.081816 | 6.9828832 | 5.682598 | 4.678050 | 1.4793294 |
| pacific | marianas | guam | marianas.guam | guam-east | 13.47519 | 144.86488 | 6 | 16.50000 | 16.5 | 16.500000 | 2022-05-01 | 2014-03-29 | 1813 | 1125 | -37.9415281 | 57.109834 | 23.314992 | -43.1803703 | 48.638965 | 19.856775 | 2.0399147 | 1.0573948 | 0.4316796 | -0.5199118 | 0.5663426 | 0.2312084 | -54.012822 | 35.149842 | 14.3498627 | 11.352364 | 16.760790 | 6.8425638 |
| pacific | marianas | guam | marianas.guam | guam-north | 13.60334 | 144.92366 | 4 | 15.50000 | 15.5 | 15.500000 | 2022-04-17 | 2017-05-08 | 1805 | 1805 | -71.0492469 | 15.042432 | 7.521216 | -67.7994309 | 15.469554 | 7.734777 | 1.4662845 | 0.7883273 | 0.3941636 | -0.5875123 | 0.7003160 | 0.3501580 | -76.847727 | 8.169784 | 4.0848920 | 9.635808 | 14.803149 | 7.4015746 |
| pacific | marianas | guam | marianas.guam | guam-south | 13.24179 | 144.70446 | 8 | 13.70000 | 13.7 | 13.700000 | 2022-04-18 | 2014-04-27 | 1808 | 1085 | 10.7368066 | 61.787082 | 21.845032 | 6.8672691 | 29.835550 | 10.548460 | 1.0923006 | 0.2348366 | 0.0830273 | -2.9901854 | 3.0624632 | 1.0827442 | -14.640842 | 12.961586 | 4.5826127 | 24.498297 | 19.937610 | 7.0490096 |
| pacific | marianas | guam | marianas.guam | guam-west | 13.52895 | 144.80036 | 4 | 14.30000 | 14.3 | 14.300000 | 2022-04-12 | 2014-03-25 | 1804 | 1089 | 13.1549005 | 9.101695 | 4.550847 | 10.6665959 | 17.198759 | 8.599380 | 0.7051907 | 0.1155998 | 0.0577999 | -0.4817867 | 0.7886795 | 0.3943397 | -26.158495 | 32.071932 | 16.0359661 | 37.306877 | 46.333064 | 23.1665323 |
| pacific | marianas | maug | marianas.maug | maug-east | 20.02036 | 145.23975 | 5 | 14.90000 | 14.9 | 14.900000 | 2022-06-22 | 2014-05-04 | 1836 | 1134 | 2.1504993 | 39.099148 | 17.485671 | -6.5995633 | 33.027686 | 14.770430 | 0.8849818 | 0.2518664 | 0.1126381 | -0.4134173 | 0.1354454 | 0.0605730 | -26.104660 | 20.090476 | 8.9847341 | 19.918514 | 14.213601 | 6.3565155 |
| pacific | marianas | maug | marianas.maug | maug-north | 20.03568 | 145.22469 | 9 | 13.70000 | 13.7 | 13.700000 | 2022-06-24 | 2014-04-25 | 1840 | 1134 | 11.4714155 | 42.192348 | 14.064116 | -3.7227888 | 39.222735 | 13.074245 | 1.0480390 | 0.3553928 | 0.1184643 | -0.8165322 | 0.9521355 | 0.3173785 | -24.069005 | 25.192593 | 8.3975309 | 21.162749 | 18.451020 | 6.1503402 |
| pacific | marianas | maug | marianas.maug | maug-south | 20.01398 | 145.22746 | 15 | 10.40000 | 10.4 | 10.400000 | 2022-06-21 | 2017-06-13 | 1834 | 1834 | -48.8662933 | 24.765080 | 6.394316 | -51.2859909 | 20.636418 | 5.328300 | 1.0808220 | 0.3702678 | 0.0956027 | -1.0204346 | 0.4367199 | 0.1127606 | -53.985685 | 18.604152 | 4.8035714 | 3.720129 | 3.647902 | 0.9418843 |
| pacific | marianas | maug | marianas.maug | maug-west | 20.01313 | 145.20806 | 8 | 16.20000 | 16.2 | 16.200000 | 2022-06-22 | 2014-04-28 | 1834 | 1133 | -16.6495940 | 44.964340 | 15.897295 | -17.2450055 | 41.279131 | 14.594377 | 0.9549677 | 0.8307500 | 0.2937145 | -1.0096600 | 0.8951396 | 0.3164796 | -26.486804 | 36.541013 | 12.9191991 | 10.251458 | 6.098756 | 2.1562357 |
| pacific | marianas | pagan | marianas.pagan | pagan-east | 18.09609 | 145.76488 | 4 | 15.50000 | 15.5 | 15.500000 | 2022-06-19 | 2017-05-31 | 1845 | 1845 | -0.6742773 | 22.826693 | 11.413347 | -12.0200217 | 20.229073 | 10.114536 | 1.0598820 | 0.3309195 | 0.1654598 | -0.6596574 | 0.5849699 | 0.2924849 | -19.825346 | 15.831527 | 7.9157637 | 8.464982 | 4.064560 | 2.0322802 |
| pacific | marianas | pagan | marianas.pagan | pagan-north | 18.16786 | 145.79494 | 7 | 14.60000 | 14.6 | 14.600000 | 2022-07-22 | 2014-04-22 | 1877 | 1136 | -4.6653433 | 53.872912 | 20.362047 | -8.2308988 | 46.949680 | 17.745311 | 1.4264276 | 1.2872278 | 0.4865264 | -3.1864828 | 4.2020202 | 1.5882144 | -27.651142 | 30.790535 | 11.6377284 | 22.606726 | 23.122847 | 8.7396147 |
| pacific | marianas | pagan | marianas.pagan | pagan-south | 18.04563 | 145.70622 | 10 | 15.50000 | 15.5 | 15.500000 | 2022-07-21 | 2014-04-21 | 1874 | 1139 | 7.8891258 | 34.450625 | 10.894244 | -0.9061361 | 28.362649 | 8.969057 | 1.0005038 | 0.4276031 | 0.1352200 | -4.5521589 | 7.0998075 | 2.2451563 | -19.057772 | 15.847834 | 5.0115252 | 22.703795 | 14.449537 | 4.5693448 |
| pacific | marianas | pagan | marianas.pagan | pagan-west | 18.12012 | 145.75468 | 10 | 17.40000 | 17.4 | 17.400000 | 2022-08-08 | 2014-04-23 | 1879 | 1150 | -13.6419330 | 19.088106 | 6.036189 | -19.8018962 | 17.419385 | 5.508493 | 0.8642111 | 0.1273889 | 0.0402839 | -1.5296734 | 1.5944353 | 0.5042047 | -25.698764 | 13.268240 | 4.1957860 | 7.426542 | 4.399180 | 1.3911427 |
| pacific | marianas | saipan | marianas.saipan | saipan-east | 15.25867 | 145.81568 | 8 | 16.50000 | 16.5 | 16.500000 | 2022-04-24 | 2014-04-13 | 1800 | 1130 | -9.6402305 | 38.030680 | 13.445876 | -17.0109756 | 29.666054 | 10.488534 | 1.3784700 | 0.5469814 | 0.1933871 | -1.0524647 | 0.9508875 | 0.3361895 | -29.346886 | 23.143864 | 8.1825917 | 13.388375 | 9.705322 | 3.4313493 |
| pacific | marianas | saipan | marianas.saipan | saipan-northwest | 15.25719 | 145.76675 | 3 | 14.00000 | 14.0 | 14.000000 | 2022-04-26 | 2017-06-21 | 1770 | 1770 | -76.7513889 | 20.025048 | 11.561467 | -73.5022682 | 16.315372 | 9.419684 | 1.8148867 | 0.7839515 | 0.4526146 | -0.4822390 | 0.6507379 | 0.3757037 | -77.369472 | 17.233558 | 9.9497991 | 4.349443 | 4.097682 | 2.3657977 |
| pacific | marianas | saipan | marianas.saipan | saipan-south | 15.09786 | 145.74338 | 6 | 17.40000 | 17.4 | 17.400000 | 2022-04-21 | 2014-04-11 | 1767 | 1138 | -74.4937666 | 37.097111 | 15.144832 | -59.7761567 | 26.427395 | 10.788939 | 2.2610885 | 0.8059192 | 0.3290151 | -0.1140640 | 0.2129920 | 0.0869536 | -63.621917 | 24.303982 | 9.9220590 | 3.959824 | 2.458272 | 1.0035853 |
| pacific | marianas | saipan | marianas.saipan | saipan-west | 15.15643 | 145.68972 | 6 | 12.50000 | 12.5 | 12.500000 | 2022-04-22 | 2014-04-17 | 1800 | 1127 | -67.1243766 | 46.452733 | 18.964249 | -61.5530235 | 39.777658 | 16.239161 | 1.5253117 | 0.2718998 | 0.1110026 | -1.3644190 | 1.6146854 | 0.6591926 | -70.211829 | 26.899061 | 10.9814955 | 10.023224 | 13.102209 | 5.3489544 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | hawaii-north | 20.26383 | -155.86744 | 13 | 14.00000 | 13.7 | 13.930769 | 2024-07-06 | 2016-08-15 | 1818 | 1064 | -9.5459265 | 17.087691 | 4.739273 | -10.0183621 | 11.233084 | 3.115497 | 1.1247899 | 0.6806172 | 0.1887692 | -6.8028924 | 7.1990269 | 1.9966508 | -13.124162 | 6.433086 | 1.7842171 | 9.908692 | 3.782379 | 1.0490433 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | hawaii-west | 19.24433 | -155.90028 | 8 | 14.30000 | 14.3 | 14.300000 | 2024-05-07 | 2016-08-11 | 1762 | 1064 | -34.0293404 | 37.327160 | 13.197144 | -33.7556085 | 29.448142 | 10.411491 | 1.3442940 | 0.6007340 | 0.2123915 | -4.0992841 | 7.4798585 | 2.6445293 | -38.229195 | 22.693454 | 8.0233477 | 8.572871 | 7.940435 | 2.8073676 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-east | 21.47267 | -157.78822 | 12 | 12.50000 | 2.1 | 9.033333 | 2024-06-11 | 2016-08-23 | 1773 | 906 | 6.6529954 | 56.341664 | 16.264437 | -2.6688579 | 45.873486 | 13.242535 | 1.7015507 | 1.2471258 | 0.3600142 | -0.5876167 | 0.8827031 | 0.2548144 | -32.822470 | 30.051945 | 8.6752493 | 30.741229 | 21.731766 | 6.2734204 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-north | 21.59095 | -158.17467 | 3 | 14.00000 | 14.0 | 14.000000 | 2019-08-02 | 2016-08-19 | 1078 | 1075 | -42.1416213 | 17.484566 | 10.094719 | -30.3283931 | 6.562092 | 3.788625 | 0.5555898 | 0.9380116 | 0.5415613 | -7.1203288 | 6.4714257 | 3.7362794 | -27.613172 | 2.466138 | 1.4238252 | 4.405108 | 1.263057 | 0.7292264 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-south | 21.28840 | -157.86534 | 7 | 12.20000 | 12.2 | 12.200000 | 2024-05-29 | 2016-08-17 | 1849 | 993 | -25.5739777 | 39.478858 | 14.921606 | -22.0459572 | 27.483631 | 10.387836 | 0.8735615 | 0.5159414 | 0.1950075 | -5.2124776 | 4.5467266 | 1.7185011 | -23.622829 | 24.052119 | 9.0908467 | 6.789349 | 4.293770 | 1.6228926 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-west | 21.53409 | -158.23439 | 6 | 14.60000 | 14.6 | 14.600000 | 2024-06-05 | 2016-08-19 | 1769 | 1078 | -33.7808905 | 15.109698 | 6.168508 | -27.6489551 | 10.615672 | 4.333830 | 0.4829860 | 0.4005478 | 0.1635229 | -7.8022668 | 6.7998437 | 2.7760246 | -28.070912 | 17.311599 | 7.0674306 | 8.224224 | 9.143763 | 3.7329258 |
| pacific | northwestHawaiianIslands | pearlHermes | northwestHawaiianIslands.pearlHermes | pearlHermes-south | 27.78239 | -175.88197 | 9 | 13.70000 | 13.7 | 13.700000 | 2024-08-24 | 2016-09-09 | 1816 | 1090 | -6.3011156 | 7.875746 | 2.625249 | -9.0219180 | 5.684101 | 1.894700 | 0.9595209 | 0.2388248 | 0.0796083 | -0.9963827 | 2.3614733 | 0.7871578 | -14.264410 | 3.952996 | 1.3176655 | 6.238874 | 2.569603 | 0.8565345 |
| pacific | northwestHawaiianIslands | pearlHermes | northwestHawaiianIslands.pearlHermes | pearlHermes-west | 27.79310 | -175.99735 | 9 | 13.70000 | 13.7 | 13.700000 | 2024-08-23 | 2016-09-11 | 1870 | 1088 | -2.8798805 | 9.192671 | 3.064224 | -6.4013155 | 4.773489 | 1.591163 | 1.0430722 | 0.1260434 | 0.0420145 | -0.4825998 | 1.1950312 | 0.3983437 | -9.911340 | 5.348632 | 1.7828772 | 3.992624 | 1.323413 | 0.4411377 |
| pacific | pacificRemoteIslandArea | jarvis | pacificRemoteIslandArea.jarvis | jarvis-west | -0.36896 | -160.00813 | 3 | 14.90000 | 14.9 | 14.900000 | 2018-07-28 | 2015-04-10 | 1205 | 1205 | -66.7938220 | 28.457352 | 16.429860 | -47.3199115 | 16.887102 | 9.749773 | 0.2872554 | 1.3118399 | 0.7573911 | -2.2936822 | 0.6076557 | 0.3508302 | -47.829699 | 14.509599 | 8.3771211 | 2.803470 | 1.808331 | 1.0440406 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | palmyra-east | 5.86379 | -162.03062 | 3 | 13.40000 | 13.4 | 13.400000 | 2018-08-04 | 2015-04-15 | 1207 | 1207 | -9.0388992 | 77.633852 | 44.821925 | -7.4870124 | 53.752704 | 31.034138 | 0.2960183 | 0.4422245 | 0.2553184 | -0.0666912 | 0.0581998 | 0.0336017 | -29.388013 | 22.807896 | 13.1681448 | 21.967692 | 34.441578 | 19.8848544 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | palmyra-north | 5.89733 | -162.07817 | 4 | 14.60000 | 14.6 | 14.600000 | 2018-08-05 | 2015-04-16 | 1207 | 1207 | -95.9407061 | 36.756415 | 18.378207 | -72.7090023 | 28.139218 | 14.069609 | 0.8925878 | 1.2389858 | 0.6194929 | -0.9152019 | 1.6995474 | 0.8497737 | -76.051228 | 26.968630 | 13.4843152 | 4.257428 | 3.153681 | 1.5768406 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | palmyra-west | 5.88322 | -162.13322 | 3 | 14.90000 | 14.9 | 14.900000 | 2018-08-02 | 2015-04-18 | 1202 | 1202 | -32.5481951 | 47.985185 | 27.704259 | -29.3793247 | 35.643215 | 20.578620 | 0.7346679 | 0.5838281 | 0.3370733 | -0.1452310 | 0.1205199 | 0.0695822 | -42.032162 | 22.970301 | 13.2619093 | 12.798068 | 12.724131 | 7.3462806 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-east | 19.30616 | 166.65108 | 3 | 14.00000 | 14.0 | 14.000000 | 2017-04-23 | 2014-04-29 | 1090 | 1066 | -11.9404135 | 94.323781 | 54.457861 | -4.2609636 | 69.385043 | 40.059473 | NaN | NA | NA | -0.6335472 | 0.6857734 | 0.3959314 | -46.156545 | 26.206114 | 15.1301067 | 42.529129 | 50.438813 | 29.1208624 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-north | 19.31602 | 166.62721 | 4 | 13.40000 | 13.4 | 13.400000 | 2017-04-20 | 2014-04-17 | 1099 | 1096 | -75.3360141 | 49.821191 | 24.910595 | -54.7449150 | 37.462664 | 18.731332 | NaN | NA | NA | -0.4440983 | 0.4250010 | 0.2125005 | -62.426994 | 33.308382 | 16.6541912 | 8.126178 | 4.873031 | 2.4365156 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-south | 19.28065 | 166.62778 | 3 | 15.20000 | 15.2 | 15.200000 | 2017-04-22 | 2014-05-01 | 1087 | 1064 | -120.3602757 | 20.385800 | 11.769747 | -83.1215741 | 18.862952 | 10.890530 | NaN | NA | NA | -1.4367789 | 1.8853799 | 1.0885246 | -84.778930 | 18.102352 | 10.4513978 | 3.094134 | 2.246481 | 1.2970064 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-west | 19.31625 | 166.59824 | 3 | 13.40000 | 13.4 | 13.400000 | 2017-04-19 | 2014-05-15 | 1070 | 1063 | -50.4173946 | 54.604913 | 31.526161 | -37.6859073 | 42.981232 | 24.815226 | NaN | NA | NA | -0.5427595 | 0.7971244 | 0.4602200 | -55.436685 | 34.051633 | 19.6597195 | 18.293537 | 16.369811 | 9.4511147 |
| pacific | samoa | ofu | samoa.ofu | ofu-north | -14.15785 | -169.67442 | 4 | 14.60000 | 14.6 | 14.600000 | 2018-07-09 | 2015-03-13 | 1214 | 1214 | -26.1322762 | 17.611991 | 8.805995 | -13.9936488 | 16.652571 | 8.326286 | -0.0520849 | 0.5919688 | 0.2959844 | -9.9101694 | 6.6653955 | 3.3326977 | -21.265413 | 11.408271 | 5.7041354 | 17.181933 | 10.143218 | 5.0716087 |
| pacific | samoa | ofu | samoa.ofu | ofu-south | -14.17330 | -169.64190 | 3 | 14.60000 | 14.6 | 14.600000 | 2018-07-07 | 2015-03-26 | 1199 | 1199 | 49.7346747 | 41.161744 | 23.764744 | 29.5792780 | 24.603676 | 14.204939 | -1.1852120 | 0.7577890 | 0.4375097 | -0.6339109 | 0.5413146 | 0.3125281 | -5.552662 | 3.639683 | 2.1013720 | 35.765851 | 22.815490 | 13.1725290 |
| pacific | samoa | tau | samoa.tau | tau-north | -14.21240 | -169.44067 | 3 | 14.90000 | 14.9 | 14.900000 | 2018-07-12 | 2015-03-15 | 1215 | 1215 | 31.2382087 | 36.305865 | 20.961201 | 22.3619580 | 28.373429 | 16.381407 | 0.9752571 | 0.6331419 | 0.3655446 | -0.8757096 | 0.9441878 | 0.5451271 | -3.398866 | 3.633020 | 2.0975248 | 26.636534 | 26.778733 | 15.4607088 |
| pacific | samoa | tau | samoa.tau | tau-west | -14.25755 | -169.50068 | 4 | 14.30000 | 14.3 | 14.300000 | 2018-07-11 | 2015-03-23 | 1206 | 1206 | 58.9868323 | 28.444417 | 14.222209 | 43.7623366 | 21.023091 | 10.511546 | -0.6628383 | 1.6495404 | 0.8247702 | -3.9333817 | 4.9737108 | 2.4868554 | -2.167453 | 1.726528 | 0.8632642 | 49.863172 | 21.172046 | 10.5860229 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-east | -14.28521 | -170.56401 | 5 | 15.80000 | 15.8 | 15.800000 | 2018-07-05 | 2015-02-28 | 1223 | 1223 | -22.3812449 | 25.337233 | 11.331155 | -22.6287139 | 20.009500 | 8.948521 | -1.4184164 | 0.6483234 | 0.2899390 | -1.2343894 | 0.9030901 | 0.4038742 | -33.633129 | 16.958192 | 7.5839340 | 12.238805 | 7.181680 | 3.2117449 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-north | -14.24479 | -170.65237 | 4 | 14.60000 | 14.6 | 14.600000 | 2018-06-29 | 2015-02-27 | 1218 | 1218 | 25.4926878 | 28.387526 | 14.193763 | 17.1054537 | 30.843083 | 15.421541 | -1.5647625 | 0.8201907 | 0.4100954 | -3.0799939 | 1.7517099 | 0.8758549 | -15.133661 | 12.349166 | 6.1745829 | 35.319108 | 24.335843 | 12.1679216 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-south | -14.36351 | -170.76300 | 5 | 14.30000 | 14.3 | 14.300000 | 2018-07-04 | 2015-03-06 | 1216 | 1216 | 42.5373081 | 44.276466 | 19.801037 | 19.5459459 | 32.555993 | 14.559483 | 0.6347027 | 1.4656404 | 0.6554543 | -5.2738322 | 5.0392727 | 2.2536313 | -9.134943 | 7.031619 | 3.1446354 | 33.954721 | 31.079259 | 13.8990673 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-west | -14.29464 | -170.81200 | 5 | 13.70000 | 13.7 | 13.700000 | 2018-07-01 | 2015-03-01 | 1218 | 1218 | 18.7861624 | 78.141340 | 34.945870 | 2.8223323 | 50.289360 | 22.490085 | -0.0894167 | 1.1838154 | 0.5294184 | -3.0476496 | 1.2095685 | 0.5409355 | -22.608328 | 32.276199 | 14.4343552 | 28.478310 | 29.057743 | 12.9950179 |
2.3 Parrot fish community
2.3.1 Summary
There are a total of 887 parrot surveys included in this study. Sites
are divided at three levels across 2 basins. The highest level (loc1)
includes 8 large regions including:
florida, flowerGardenBanks, caribbean, marianas,
middleHawaiianIslands, northwestHawaiianIslands,
pacificRemoteIslandArea, samoa
2.3.2 Unify parrot tables and calculate stats at loc3 level
## Percent of sites where biomass matches: 100 %## Percent of sites where density matches: 100 %## Percent of sites where BOTH match: 100 %| Basin | Loc1 | Loc2 | Loc1.2 | Loc3 | Mean | SD | N | Mean | SD | N | Mean | SD | N | Mean | SD | N | Mean | SD | N | Mean | SD | N |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-north | 17.4 | 37.4 | 13 | 0.3 | 1.0 | 13 | 6.518905 | 23.50425 | 13 | 0.0327653 | 0.118137 | 13 | 10.86484 | 31.66376 | 13 | 0.2925326 | 1.033459 | 13 |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-south | 162.4 | 241.2 | 12 | 14.5 | 29.8 | 12 | 63.559322 | 137.92981 | 12 | 10.1409678 | 28.717151 | 12 | 98.87006 | 179.67200 | 12 | 4.3391402 | 11.243028 | 12 |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-southwest | 492.8 | 424.5 | 18 | 31.5 | 33.3 | 18 | 97.300691 | 118.35975 | 18 | 12.2887168 | 13.233904 | 18 | 395.48023 | 362.79499 | 18 | 19.2393870 | 25.082130 | 18 |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-west | 154.5 | 143.4 | 17 | 14.5 | 14.4 | 17 | 44.865404 | 44.73057 | 17 | 6.0729596 | 10.930968 | 17 | 109.67099 | 144.34529 | 17 | 8.4545756 | 10.493422 | 17 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-east | 804.2 | 561.4 | 32 | 68.6 | 48.7 | 32 | 91.807910 | 134.23474 | 32 | 18.0236459 | 20.407372 | 32 | 712.39407 | 506.12697 | 32 | 50.5980333 | 38.388032 | 32 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-north | 254.2 | 267.7 | 37 | 17.8 | 20.2 | 37 | 33.592915 | 54.43418 | 37 | 5.7909036 | 11.211836 | 37 | 220.64437 | 231.68797 | 37 | 11.9730144 | 11.956955 | 37 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-south | 120.1 | 156.0 | 20 | 10.6 | 12.4 | 20 | 21.186441 | 28.80073 | 20 | 2.8802533 | 4.311397 | 20 | 98.87006 | 154.04378 | 20 | 7.6945297 | 9.744883 | 20 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-west | 706.2 | 596.6 | 16 | 42.2 | 37.2 | 16 | 70.621469 | 83.79885 | 16 | 8.9051406 | 18.600878 | 16 | 635.59322 | 570.87313 | 16 | 33.3445641 | 22.987404 | 16 |
| atlantic | florida | dryTortugas | florida.dryTortugas | dryTortugas-west | 1003.4 | 477.5 | 22 | 47.0 | 70.3 | 22 | 125.834617 | 116.74963 | 22 | 36.7254722 | 69.474960 | 22 | 877.59759 | 417.53350 | 22 | 10.2718573 | 7.452200 | 22 |
| atlantic | florida | keys | florida.keys | keys-lko | 442.2 | 454.3 | 22 | 52.8 | 108.7 | 22 | 47.316384 | 107.52303 | 22 | 33.5602163 | 92.959797 | 22 | 394.83821 | 414.58334 | 22 | 19.2148013 | 56.857545 | 22 |
| atlantic | florida | keys | florida.keys | keys-mki | 742.2 | 401.8 | 10 | 48.6 | 69.4 | 10 | 105.935028 | 112.65466 | 10 | 32.8359000 | 59.952244 | 10 | 636.29944 | 374.88479 | 10 | 15.7970608 | 15.492513 | 10 |
| atlantic | florida | keys | florida.keys | keys-mko | 780.8 | 504.4 | 22 | 154.4 | 232.1 | 22 | 173.669748 | 198.31781 | 22 | 111.7190795 | 193.878615 | 22 | 607.12763 | 442.26746 | 22 | 42.6654617 | 85.480724 | 22 |
| atlantic | florida | keys | florida.keys | keys-uki | 1210.0 | 1289.2 | 37 | 89.5 | 165.8 | 37 | 196.830814 | 232.25895 | 37 | 67.9506926 | 159.957602 | 37 | 1013.13178 | 1208.90739 | 37 | 21.5403284 | 50.133684 | 37 |
| atlantic | florida | keys | florida.keys | keys-uko | 606.5 | 467.5 | 16 | 54.9 | 49.5 | 16 | 108.580508 | 105.66114 | 16 | 36.8790731 | 46.573336 | 16 | 497.88136 | 426.96504 | 16 | 18.0139834 | 21.697578 | 16 |
| atlantic | flowerGardenBanks | flowerGardenBanks | flowerGardenBanks.flowerGardenBanks | flowerGardenBanks-east | 212.9 | 118.0 | 41 | 65.2 | 42.9 | 41 | 123.329199 | 63.40411 | 41 | 57.0168032 | 43.875625 | 41 | 89.56869 | 99.85435 | 41 | 8.1564912 | 12.328827 | 41 |
| pacific | marianas | guam | marianas.guam | guam-east | 138.6 | 118.1 | 10 | 17.5 | 15.0 | 10 | 0.000000 | 0.00000 | 10 | 0.0000000 | 0.000000 | 10 | 138.64164 | 118.13751 | 10 | 17.4929939 | 14.996378 | 10 |
| pacific | marianas | guam | marianas.guam | guam-north | 171.8 | 246.0 | 14 | 41.1 | 63.3 | 14 | 20.210151 | 61.21836 | 14 | 8.3477549 | 22.083008 | 14 | 151.57614 | 211.32900 | 14 | 32.7596492 | 44.961559 | 14 |
| pacific | marianas | guam | marianas.guam | guam-south | 145.1 | 129.0 | 31 | 39.4 | 54.1 | 31 | 7.301732 | 24.19416 | 31 | 10.3380210 | 33.665175 | 31 | 137.82019 | 123.92347 | 31 | 29.0425595 | 40.340889 | 31 |
| pacific | marianas | guam | marianas.guam | guam-west | 201.6 | 159.3 | 16 | 32.9 | 32.9 | 16 | 10.610330 | 30.77876 | 16 | 2.8111019 | 8.307794 | 16 | 190.98593 | 159.22043 | 16 | 30.0826082 | 30.774826 | 16 |
| pacific | marianas | maug | marianas.maug | maug-east | 180.1 | 68.5 | 11 | 108.7 | 70.4 | 11 | 20.577609 | 38.15191 | 11 | 28.8380614 | 58.646409 | 11 | 159.47647 | 52.58878 | 11 | 79.8635741 | 27.528184 | 11 |
| pacific | marianas | maug | marianas.maug | maug-north | 166.9 | 123.3 | 10 | 94.2 | 77.7 | 10 | 16.976527 | 27.33481 | 10 | 28.9096058 | 51.007987 | 10 | 149.95932 | 115.54913 | 10 | 65.2442216 | 44.600921 | 10 |
| pacific | marianas | maug | marianas.maug | maug-south | 177.5 | 164.1 | 11 | 74.0 | 74.8 | 11 | 41.155218 | 80.39106 | 11 | 32.0639460 | 60.818533 | 11 | 136.32666 | 161.45967 | 11 | 41.9066520 | 44.292595 | 11 |
| pacific | marianas | maug | marianas.maug | maug-west | 175.4 | 87.3 | 10 | 116.0 | 85.7 | 10 | 62.247267 | 72.81142 | 10 | 67.8195339 | 82.516026 | 10 | 113.17685 | 69.30638 | 10 | 48.2054193 | 29.514597 | 10 |
| pacific | marianas | pagan | marianas.pagan | pagan-east | 136.3 | 108.7 | 11 | 133.1 | 117.3 | 11 | 61.732826 | 64.29474 | 11 | 111.2699006 | 123.523402 | 11 | 74.59383 | 79.29725 | 11 | 21.8134453 | 23.244989 | 11 |
| pacific | marianas | pagan | marianas.pagan | pagan-north | 188.0 | 113.5 | 14 | 120.5 | 98.1 | 14 | 20.210151 | 28.13832 | 14 | 29.1090234 | 44.069070 | 14 | 167.74426 | 100.16697 | 14 | 91.3506859 | 67.421791 | 14 |
| pacific | marianas | pagan | marianas.pagan | pagan-south | 235.8 | 243.5 | 12 | 139.7 | 162.8 | 12 | 117.892550 | 196.70753 | 12 | 96.5700067 | 151.243074 | 12 | 117.89255 | 85.16796 | 12 | 43.1166932 | 34.359704 | 12 |
| pacific | marianas | pagan | marianas.pagan | pagan-west | 299.9 | 365.1 | 10 | 176.5 | 215.4 | 10 | 118.835691 | 252.29667 | 10 | 94.9421346 | 161.610370 | 10 | 181.08296 | 148.64563 | 10 | 81.5131121 | 83.720499 | 10 |
| pacific | marianas | saipan | marianas.saipan | saipan-east | 205.8 | 291.9 | 11 | 108.3 | 189.0 | 11 | 46.299620 | 109.78207 | 11 | 44.5951651 | 102.177648 | 11 | 159.47647 | 203.35361 | 11 | 63.7470803 | 95.220873 | 11 |
| pacific | marianas | saipan | marianas.saipan | saipan-northwest | 133.8 | 134.0 | 11 | 18.4 | 21.0 | 11 | 0.000000 | 0.00000 | 11 | 0.0000000 | 0.000000 | 11 | 133.75446 | 133.96699 | 11 | 18.3869146 | 20.967903 | 11 |
| pacific | marianas | saipan | marianas.saipan | saipan-south | 186.7 | 97.3 | 10 | 30.6 | 37.3 | 10 | 0.000000 | 0.00000 | 10 | 0.0000000 | 0.000000 | 10 | 186.74180 | 97.28529 | 10 | 30.6341580 | 37.286409 | 10 |
| pacific | marianas | saipan | marianas.saipan | saipan-west | 448.4 | 263.4 | 13 | 23.9 | 18.5 | 13 | 0.000000 | 0.00000 | 13 | 0.0000000 | 0.000000 | 13 | 448.35444 | 263.36581 | 13 | 23.8913228 | 18.484797 | 13 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | hawaii-north | 137.1 | 118.6 | 26 | 153.0 | 266.8 | 26 | 47.882513 | 95.62246 | 26 | 112.3149332 | 253.391799 | 26 | 89.23559 | 94.58643 | 26 | 40.6468052 | 60.162954 | 26 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | hawaii-west | 115.4 | 158.2 | 13 | 44.3 | 77.8 | 13 | 4.352956 | 15.69481 | 13 | 4.8291463 | 17.411734 | 13 | 111.00037 | 151.25347 | 13 | 39.4793476 | 63.399485 | 13 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-east | 118.8 | 145.6 | 20 | 15.3 | 18.6 | 20 | 0.000000 | 0.00000 | 20 | 0.0000000 | 0.000000 | 20 | 118.83569 | 145.60997 | 20 | 15.2875229 | 18.569016 | 20 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-north | 50.9 | 86.2 | 10 | 2.5 | 6.5 | 10 | 0.000000 | 0.00000 | 10 | 0.0000000 | 0.000000 | 10 | 50.92958 | 86.23419 | 10 | 2.5193121 | 6.499451 | 10 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-south | 18.0 | 44.3 | 11 | 5.9 | 16.6 | 11 | 0.000000 | 0.00000 | 11 | 0.0000000 | 0.000000 | 11 | 18.00541 | 44.32851 | 11 | 5.9244288 | 16.595223 | 11 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-west | 53.8 | 88.9 | 10 | 24.9 | 42.2 | 10 | 0.000000 | 0.00000 | 10 | 0.0000000 | 0.000000 | 10 | 53.75900 | 88.92569 | 10 | 24.8943611 | 42.211199 | 10 |
| pacific | northwestHawaiianIslands | pearlHermes | northwestHawaiianIslands.pearlHermes | pearlHermes-south | 180.1 | 309.8 | 11 | 18.6 | 28.3 | 11 | 0.000000 | 0.00000 | 11 | 0.0000000 | 0.000000 | 11 | 180.05408 | 309.75966 | 11 | 18.5800612 | 28.269794 | 11 |
| pacific | northwestHawaiianIslands | pearlHermes | northwestHawaiianIslands.pearlHermes | pearlHermes-west | 896.0 | 705.3 | 21 | 147.8 | 104.6 | 21 | 29.641555 | 42.41886 | 21 | 37.6710013 | 52.886383 | 21 | 866.34183 | 698.90004 | 21 | 110.0880309 | 78.763018 | 21 |
| pacific | pacificRemoteIslandArea | jarvis | pacificRemoteIslandArea.jarvis | jarvis-west | 257.9 | 141.7 | 26 | 208.7 | 126.8 | 26 | 63.117858 | 51.43492 | 26 | 122.7646036 | 116.898551 | 26 | 194.79477 | 150.00244 | 26 | 85.8985622 | 57.415313 | 26 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | palmyra-east | 158.4 | 109.3 | 10 | 41.9 | 41.0 | 10 | 11.317685 | 23.85977 | 10 | 10.9355372 | 23.293417 | 10 | 147.12990 | 98.73739 | 10 | 30.9996509 | 25.392901 | 10 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | palmyra-north | 260.3 | 131.2 | 10 | 67.7 | 50.1 | 10 | 11.317685 | 35.78966 | 10 | 13.4604474 | 42.565672 | 10 | 248.98907 | 122.82571 | 10 | 54.2213815 | 33.644017 | 10 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | palmyra-west | 298.0 | 148.1 | 15 | 157.7 | 148.4 | 15 | 64.133547 | 85.19644 | 15 | 109.6364652 | 147.028569 | 15 | 233.89882 | 102.27748 | 15 | 48.0663554 | 23.393897 | 15 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-east | 126.0 | 162.7 | 11 | 52.4 | 62.1 | 11 | 0.000000 | 0.00000 | 11 | 0.0000000 | 0.000000 | 11 | 126.03785 | 162.71688 | 11 | 52.4080039 | 62.085892 | 11 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-north | 130.6 | 105.6 | 13 | 47.4 | 43.3 | 13 | 13.058867 | 47.08441 | 13 | 4.0270693 | 14.519805 | 13 | 117.52980 | 71.06125 | 13 | 43.3465823 | 39.790186 | 13 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-south | 217.9 | 83.3 | 10 | 63.3 | 39.2 | 10 | 0.000000 | 0.00000 | 10 | 0.0000000 | 0.000000 | 10 | 217.86543 | 83.34928 | 10 | 63.2721959 | 39.218959 | 10 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-west | 343.6 | 346.7 | 14 | 147.5 | 223.6 | 14 | 153.597151 | 292.30164 | 14 | 105.2254524 | 216.071670 | 14 | 189.97542 | 195.53377 | 14 | 42.2384223 | 33.623587 | 14 |
| pacific | samoa | ofu | samoa.ofu | ofu-north | 344.7 | 206.3 | 11 | 256.4 | 246.3 | 11 | 82.310435 | 95.91241 | 11 | 179.8585001 | 244.896692 | 11 | 262.36451 | 209.10587 | 11 | 76.5735564 | 64.798428 | 11 |
| pacific | samoa | ofu | samoa.ofu | ofu-south | 454.9 | 514.2 | 13 | 200.4 | 285.0 | 13 | 217.647785 | 405.99723 | 13 | 151.8769639 | 257.533688 | 13 | 237.23609 | 155.20541 | 13 | 48.5188941 | 35.182874 | 13 |
| pacific | samoa | tau | samoa.tau | tau-north | 137.7 | 114.1 | 15 | 115.1 | 147.2 | 15 | 52.815863 | 101.37898 | 15 | 73.3306503 | 142.360075 | 15 | 84.88264 | 75.61946 | 15 | 41.7874379 | 39.508451 | 15 |
| pacific | samoa | tau | samoa.tau | tau-west | 136.8 | 117.5 | 12 | 100.7 | 95.3 | 12 | 61.304126 | 88.52010 | 12 | 67.8222839 | 88.211203 | 12 | 75.45123 | 61.91119 | 12 | 32.8478878 | 29.455075 | 12 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-east | 117.7 | 225.6 | 25 | 87.9 | 228.9 | 25 | 24.898907 | 92.52395 | 25 | 64.0642976 | 202.884990 | 25 | 92.80502 | 151.60524 | 25 | 23.8030341 | 42.503459 | 25 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-north | 298.4 | 187.4 | 11 | 147.9 | 139.1 | 11 | 30.866413 | 46.41380 | 11 | 67.7245985 | 121.413625 | 11 | 267.50891 | 183.96184 | 11 | 80.2120552 | 43.668593 | 11 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-south | 375.3 | 174.9 | 19 | 60.3 | 43.7 | 19 | 17.870029 | 56.75365 | 19 | 12.4473865 | 39.407491 | 19 | 357.40057 | 192.18103 | 19 | 47.8421990 | 32.163049 | 19 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-west | 325.4 | 280.5 | 10 | 81.0 | 75.2 | 10 | 0.000000 | 0.00000 | 10 | 0.0000000 | 0.000000 | 10 | 325.38344 | 280.49509 | 10 | 81.0012806 | 75.232889 | 10 |
2.3.3 Unify parrot tables and calculate stats at loc2 level
## Percent of loc2 groups where biomass matches: 100 %## Percent of loc2 groups where density matches: 100 %## Percent of loc2 groups where BOTH match: 100 %| Basin | Loc1 | Loc2 | Loc1.2 | Mean | SD | N | Mean | SD | N | Mean | SD | N | Mean | SD | N | Mean | SD | N | Mean | SD | N |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| atlantic | caribbean | puertoRico | caribbean.puertoRico | 227.9 | 319.7 | 60 | 16.5 | 25.9 | 60 | 56.026365 | 96.67285 | 60 | 7.442580 | 16.05945 | 60 | 171.84557 | 270.11561 | 60 | 9.098489 | 16.97357 | 60 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | 465.2 | 507.5 | 105 | 35.6 | 40.6 | 105 | 54.613936 | 91.64200 | 105 | 9.439118 | 16.02112 | 105 | 410.54614 | 462.18487 | 105 | 26.186116 | 30.18590 | 105 |
| atlantic | florida | dryTortugas | florida.dryTortugas | 1003.4 | 477.5 | 22 | 47.0 | 70.3 | 22 | 125.834617 | 116.74963 | 22 | 36.725472 | 69.47496 | 22 | 877.59759 | 417.53350 | 22 | 10.271857 | 7.45220 | 22 |
| atlantic | florida | keys | florida.keys | 829.9 | 889.3 | 107 | 86.3 | 156.8 | 107 | 139.636200 | 185.64526 | 107 | 61.950881 | 139.03053 | 107 | 690.26374 | 817.72415 | 107 | 24.341610 | 55.85226 | 107 |
| atlantic | flowerGardenBanks | flowerGardenBanks | flowerGardenBanks.flowerGardenBanks | 212.9 | 118.0 | 41 | 65.2 | 42.9 | 41 | 123.329199 | 63.40411 | 41 | 57.016803 | 43.87563 | 41 | 89.56869 | 99.85435 | 41 | 8.156491 | 12.32883 | 41 |
| pacific | marianas | guam | marianas.guam | 162.2 | 161.8 | 71 | 35.2 | 48.2 | 71 | 9.564241 | 34.46909 | 71 | 6.793308 | 24.64425 | 71 | 152.62934 | 150.21299 | 71 | 28.383185 | 36.41935 | 71 |
| pacific | marianas | maug | marianas.maug | 175.2 | 112.9 | 42 | 97.9 | 76.0 | 42 | 35.030929 | 59.87762 | 42 | 38.981273 | 63.83444 | 42 | 140.12372 | 106.41038 | 42 | 58.904021 | 39.04233 | 42 |
| pacific | marianas | pagan | marianas.pagan | 211.9 | 223.2 | 47 | 140.2 | 146.8 | 47 | 75.852569 | 157.10477 | 47 | 79.569291 | 124.85129 | 47 | 136.05302 | 109.52555 | 47 | 60.667850 | 62.27466 | 47 |
| pacific | marianas | saipan | marianas.saipan | 254.0 | 246.3 | 45 | 44.7 | 99.8 | 45 | 11.317685 | 56.07162 | 45 | 10.901040 | 52.42554 | 45 | 242.70146 | 228.55261 | 45 | 33.786727 | 53.41397 | 45 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | 129.9 | 131.4 | 39 | 116.7 | 226.8 | 39 | 33.372660 | 80.78058 | 39 | 76.486338 | 212.06695 | 39 | 96.49052 | 114.97158 | 39 | 40.257653 | 60.42291 | 39 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | 71.0 | 113.5 | 51 | 12.6 | 24.0 | 51 | 0.000000 | 0.00000 | 51 | 0.000000 | 0.00000 | 51 | 71.01292 | 113.51200 | 51 | 12.648155 | 24.03492 | 51 |
| pacific | northwestHawaiianIslands | pearlHermes | northwestHawaiianIslands.pearlHermes | 649.9 | 686.5 | 32 | 103.4 | 105.8 | 32 | 19.452271 | 36.95234 | 32 | 24.721595 | 46.20555 | 32 | 630.43041 | 675.10337 | 32 | 78.632166 | 78.80392 | 32 |
| pacific | pacificRemoteIslandArea | jarvis | pacificRemoteIslandArea.jarvis | 257.9 | 141.7 | 26 | 208.7 | 126.8 | 26 | 63.117858 | 51.43492 | 26 | 122.764604 | 116.89855 | 26 | 194.79477 | 150.00244 | 26 | 85.898562 | 57.41531 | 26 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | 247.4 | 142.4 | 35 | 98.9 | 113.8 | 35 | 33.953055 | 64.66654 | 35 | 53.957338 | 109.17398 | 35 | 213.41920 | 112.83156 | 35 | 44.948733 | 27.97252 | 35 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | 209.8 | 227.5 | 48 | 81.0 | 131.6 | 48 | 48.335946 | 169.96165 | 48 | 31.781422 | 123.44367 | 48 | 161.51279 | 143.43897 | 48 | 49.251114 | 43.58976 | 48 |
| pacific | samoa | ofu | samoa.ofu | 404.4 | 399.5 | 24 | 226.1 | 263.7 | 24 | 155.618167 | 307.80647 | 24 | 164.701835 | 246.74333 | 24 | 248.75328 | 178.16450 | 24 | 61.377281 | 51.72333 | 24 |
| pacific | samoa | tau | samoa.tau | 137.3 | 113.4 | 27 | 108.7 | 124.8 | 27 | 56.588424 | 94.16883 | 27 | 70.882487 | 119.21621 | 27 | 80.69090 | 68.72806 | 27 | 37.814304 | 35.04351 | 27 |
| pacific | samoa | tutuila | samoa.tutuila | 255.5 | 238.7 | 65 | 88.9 | 157.6 | 65 | 20.023596 | 67.42604 | 65 | 39.739667 | 137.87524 | 65 | 235.49490 | 221.72558 | 65 | 49.175739 | 51.36257 | 65 |
2.4 Environmental data
Table of summary statistics for loc2 sites| basin | loc1 | loc2 | loc1.2 | loc3 | lat | lon | maxDate | minDate | n | maxTemperature | minTemperature | meanTemperature | maxSalinity | minSalinity | meanSalinity | maxPAR | minPAR | meanPAR |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-south | 17.91047 | -66.23161 | 15/12/2021 | 15/01/2017 | 56 | 29.65833 | 26.15633 | 28.01349 | 38.78876 | 31.96724 | 36.29282 | 57.39200 | 35.30440 | 47.86539 |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-southwest | 17.95355 | -67.05065 | 15/12/2021 | 15/01/2015 | 78 | 29.80867 | 26.35633 | 28.09554 | 39.33810 | 27.49867 | 34.94246 | 57.05850 | 32.27050 | 47.19786 |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-west | 18.34435 | -67.26923 | 15/12/2021 | 15/01/2017 | 56 | 29.59900 | 26.23800 | 28.06245 | 38.73786 | 34.73122 | 36.77095 | 52.86000 | 30.96850 | 42.38671 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-east | 17.82805 | -64.46711 | 15/12/2021 | 15/01/2016 | 79 | 29.55867 | 26.08933 | 27.82354 | 37.19409 | 33.60120 | 35.75669 | 58.27150 | 33.80350 | 47.32692 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-north | 17.78532 | -64.75953 | 15/12/2021 | 15/01/2014 | 103 | 29.57033 | 26.09100 | 27.77689 | 37.19809 | 33.62944 | 35.81677 | 57.24733 | 31.98333 | 46.47610 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-south | 17.70121 | -64.64793 | 15/12/2021 | 15/01/2016 | 79 | 29.57200 | 26.11067 | 27.82726 | 37.35077 | 33.66517 | 35.76936 | 57.98533 | 32.46400 | 47.37468 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-west | 17.73380 | -64.89639 | 15/12/2021 | 15/01/2016 | 79 | 29.58533 | 26.13267 | 27.84178 | 37.31226 | 33.67678 | 35.76740 | 55.44600 | 29.53467 | 44.07132 |
| atlantic | florida | keys | florida.keys | keys-lko | 24.52202 | -81.57709 | 15/12/2021 | 15/01/2016 | 79 | 30.65767 | 22.74900 | 27.09566 | 37.86179 | 34.52498 | 36.53836 | 59.42500 | 23.06700 | 44.24081 |
| atlantic | florida | keys | florida.keys | keys-lko | 24.55326 | -81.43753 | 15/12/2021 | 15/01/2016 | 79 | 30.73567 | 22.71400 | 27.09538 | 38.09564 | 34.95231 | 36.68801 | 58.84217 | 21.98483 | 44.34031 |
| atlantic | florida | keys | florida.keys | keys-mki | 24.68554 | -81.04336 | 15/12/2021 | 15/01/2016 | 79 | 30.69467 | 22.67633 | 27.09894 | 38.55490 | 34.55724 | 36.79383 | 58.75733 | 22.80667 | 44.25287 |
| atlantic | florida | keys | florida.keys | keys-mki | 24.68988 | -81.02940 | 15/12/2021 | 15/01/2016 | 79 | 30.69467 | 22.67633 | 27.09894 | 38.55490 | 34.55724 | 36.79383 | 58.75733 | 22.80667 | 44.25287 |
| atlantic | florida | keys | florida.keys | keys-mko | 24.63127 | -81.09255 | 15/12/2021 | 15/01/2016 | 79 | 30.57033 | 22.91033 | 27.13954 | 38.55490 | 34.55724 | 36.79383 | 58.95467 | 22.93533 | 44.27389 |
| atlantic | florida | keys | florida.keys | keys-mko | 24.63388 | -81.08344 | 15/12/2021 | 15/01/2016 | 79 | 30.57033 | 22.91033 | 27.13954 | 38.55490 | 34.55724 | 36.79383 | 58.95467 | 22.93533 | 44.27389 |
| atlantic | florida | keys | florida.keys | keys-uki | 24.89742 | -80.61573 | 15/12/2021 | 15/01/2013 | 113 | 30.66667 | 23.17900 | 27.14902 | 38.88633 | 34.30801 | 36.97306 | 58.46350 | 22.62400 | 43.25230 |
| atlantic | florida | keys | florida.keys | keys-uki | 24.95375 | -80.54806 | 15/12/2021 | 15/01/2016 | 78 | 30.62300 | 23.15067 | 27.19368 | 38.70824 | 34.30801 | 36.99134 | 58.46350 | 22.62400 | 44.02179 |
| atlantic | florida | keys | florida.keys | keys-uko | 24.88266 | -80.56088 | 15/12/2021 | 15/01/2016 | 78 | 30.44667 | 23.39467 | 27.23236 | 38.70824 | 34.30801 | 36.99134 | 58.36247 | 22.54112 | 44.04670 |
| atlantic | florida | keys | florida.keys | keys-uko | 24.90250 | -80.53104 | 15/12/2021 | 15/01/2016 | 78 | 30.46833 | 23.37133 | 27.22422 | 38.70824 | 34.30801 | 36.99134 | 58.25088 | 22.37050 | 44.03965 |
| atlantic | flowerGardenBanks | flowerGardenBanks | flowerGardenBanks.flowerGardenBanks | flowerGardenBanks-east | 27.90740 | -93.59925 | 15/12/2021 | 15/01/2015 | 90 | 30.71700 | 20.37733 | 25.54828 | 37.46044 | 30.19611 | 34.89411 | 60.33400 | 17.77200 | 39.22562 |
| pacific | marianas | guam | marianas.guam | guam-east | 13.47516 | 144.86485 | 15/12/2021 | 15/01/2014 | 103 | 30.22367 | 27.12567 | 28.86750 | 35.03508 | 32.39564 | 33.72445 | 56.67400 | 34.13600 | 44.33913 |
| pacific | marianas | guam | marianas.guam | guam-north | 13.60330 | 144.92365 | 15/12/2021 | 15/01/2014 | 102 | 30.24267 | 27.11733 | 28.85499 | 34.72307 | 32.18224 | 33.67773 | 55.17700 | 33.53600 | 44.42393 |
| pacific | marianas | guam | marianas.guam | guam-south | 13.24126 | 144.70442 | 15/12/2021 | 15/01/2014 | 103 | 30.25300 | 27.14067 | 28.91133 | 35.11860 | 33.15658 | 34.03647 | 56.58000 | 33.95467 | 44.66653 |
| pacific | marianas | guam | marianas.guam | guam-west | 13.52894 | 144.80037 | 15/12/2021 | 15/01/2014 | 102 | 30.21900 | 27.13467 | 28.84329 | 34.72307 | 32.18224 | 33.67773 | 55.53400 | 32.96700 | 43.42567 |
| pacific | marianas | maug | marianas.maug | maug-east | 20.02033 | 145.23972 | 15/12/2021 | 15/01/2014 | 99 | 30.87433 | 25.11633 | 28.31862 | 36.06712 | 33.62441 | 34.55486 | 59.07350 | 28.48100 | 45.11780 |
| pacific | marianas | maug | marianas.maug | maug-north | 20.03570 | 145.22467 | 15/12/2021 | 15/01/2014 | 99 | 30.87433 | 25.11633 | 28.31862 | 36.06712 | 33.62441 | 34.55486 | 59.07350 | 28.48100 | 45.11780 |
| pacific | marianas | maug | marianas.maug | maug-south | 20.01398 | 145.22746 | 15/12/2021 | 15/01/2017 | 66 | 30.35500 | 25.64900 | 28.39455 | 36.06712 | 33.62441 | 34.47699 | 59.07350 | 30.70975 | 45.17994 |
| pacific | marianas | maug | marianas.maug | maug-west | 20.01312 | 145.20806 | 15/12/2021 | 15/01/2014 | 99 | 30.87433 | 25.11633 | 28.31862 | 36.06712 | 33.62441 | 34.55486 | 59.44800 | 28.38800 | 44.80622 |
| pacific | marianas | pagan | marianas.pagan | pagan-east | 18.09612 | 145.76486 | 15/12/2021 | 15/01/2014 | 103 | 30.60000 | 26.21467 | 28.61807 | 36.18639 | 33.33631 | 34.35146 | 57.28067 | 26.93133 | 44.01817 |
| pacific | marianas | pagan | marianas.pagan | pagan-north | 18.16784 | 145.79495 | 15/12/2021 | 15/01/2014 | 103 | 30.63233 | 26.12533 | 28.60394 | 36.18639 | 33.33631 | 34.35146 | 58.72200 | 27.96800 | 44.47614 |
| pacific | marianas | pagan | marianas.pagan | pagan-south | 18.04564 | 145.70623 | 15/12/2021 | 15/01/2014 | 103 | 30.58700 | 26.26533 | 28.63017 | 35.17295 | 33.46750 | 34.36366 | 57.09600 | 25.62000 | 43.41293 |
| pacific | marianas | pagan | marianas.pagan | pagan-west | 18.12014 | 145.75466 | 15/12/2021 | 15/01/2014 | 103 | 30.61733 | 26.17025 | 28.61298 | 36.18639 | 33.33631 | 34.35146 | 57.28067 | 26.93133 | 44.01817 |
| pacific | marianas | saipan | marianas.saipan | saipan-east | 15.25866 | 145.81569 | 15/12/2021 | 15/01/2014 | 103 | 30.34400 | 26.92233 | 28.77355 | 35.01051 | 33.21275 | 34.19024 | 56.97400 | 33.92880 | 45.52164 |
| pacific | marianas | saipan | marianas.saipan | saipan-northwest | 15.25719 | 145.76675 | 15/12/2021 | 15/01/2017 | 67 | 30.32133 | 26.98633 | 28.78051 | 34.88993 | 33.55919 | 34.17502 | 57.15450 | 35.51120 | 46.39015 |
| pacific | marianas | saipan | marianas.saipan | saipan-south | 15.09785 | 145.74337 | 15/12/2021 | 15/01/2014 | 103 | 30.29200 | 26.95933 | 28.75117 | 35.18739 | 33.44971 | 34.24299 | 56.57467 | 33.89000 | 45.42712 |
| pacific | marianas | saipan | marianas.saipan | saipan-west | 15.15645 | 145.68970 | 15/12/2021 | 15/01/2014 | 103 | 30.25700 | 26.94067 | 28.73052 | 35.18739 | 33.44971 | 34.24299 | 56.26156 | 33.28067 | 44.44965 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | hawaii-north | 20.24913 | -155.89095 | 15/12/2019 | 15/01/2013 | 75 | 28.46767 | 23.92000 | 25.96344 | 35.42809 | 29.36302 | 32.64477 | 58.32083 | 30.97600 | 45.80875 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | hawaii-north | 20.26828 | -155.86040 | 15/12/2019 | 15/01/2013 | 75 | 28.45833 | 23.89167 | 25.94135 | 35.42809 | 29.36302 | 32.64477 | 57.76133 | 31.15067 | 45.30707 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | hawaii-west | 19.24432 | -155.90024 | 15/12/2019 | 15/01/2013 | 84 | 28.67000 | 24.29700 | 26.29705 | 36.24085 | 32.19949 | 34.13069 | 52.25800 | 24.06533 | 38.86551 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-east | 21.45862 | -157.79865 | 15/12/2019 | 15/03/2017 | 23 | 27.64767 | 23.18400 | 25.87559 | 36.89705 | 32.20330 | 34.23041 | 56.79250 | 29.30550 | 44.12433 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-east | 21.47972 | -157.78294 | 15/12/2019 | 15/01/2013 | 59 | 28.03000 | 23.18400 | 25.60160 | 38.34129 | 31.58331 | 34.44019 | 57.24200 | 25.77600 | 44.75641 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-south | 21.28838 | -157.86542 | 15/12/2019 | 15/01/2013 | 59 | 28.45067 | 23.39867 | 25.96151 | 38.34129 | 31.58331 | 34.44019 | 57.53000 | 29.07900 | 47.73870 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-west | 21.53412 | -158.23441 | 15/12/2019 | 15/02/2016 | 32 | 27.82478 | 23.32622 | 26.11857 | 38.34129 | 32.20330 | 34.36669 | 53.90900 | 29.10900 | 44.58166 |
| pacific | northwestHawaiianIslands | pearlHermes | northwestHawaiianIslands.pearlHermes | pearlHermes-south | 27.78237 | -175.88195 | 15/12/2019 | 15/01/2013 | 84 | 28.90100 | 19.49433 | 23.95309 | 36.01855 | 33.78317 | 35.14682 | 58.76400 | 20.76200 | 40.64833 |
| pacific | pacificRemoteIslandArea | jarvis | pacificRemoteIslandArea.jarvis | jarvis-west | -0.36896 | -160.00813 | 15/12/2018 | 15/01/2015 | 48 | 30.49667 | 25.84467 | 27.71131 | 35.71008 | 33.88814 | 35.03745 | 56.52800 | 34.21600 | 49.26042 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | palmyra-east | 5.86379 | -162.03062 | 15/12/2018 | 15/01/2015 | 48 | 29.75500 | 27.55433 | 28.68729 | 34.70937 | 32.92673 | 34.06319 | 49.90200 | 30.56344 | 41.13499 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | palmyra-north | 5.89733 | -162.07817 | 15/12/2018 | 15/01/2015 | 48 | 29.74767 | 27.55933 | 28.68787 | 34.70937 | 32.92673 | 34.06319 | 50.94200 | 31.46800 | 41.24415 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | palmyra-west | 5.88322 | -162.13322 | 15/12/2018 | 15/01/2015 | 48 | 29.74200 | 27.56533 | 28.68966 | 34.70937 | 32.92673 | 34.06319 | 51.85600 | 32.12720 | 41.10372 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-east | 19.30616 | 166.65108 | 15/12/2017 | 15/01/2014 | 48 | 30.02033 | 25.64500 | 27.92985 | 35.48462 | 34.10323 | 34.84642 | 55.91600 | 32.13300 | 44.56893 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-north | 19.31602 | 166.62721 | 15/12/2017 | 15/01/2014 | 48 | 30.02133 | 25.64933 | 27.93038 | 35.48462 | 34.10323 | 34.84642 | 55.91600 | 32.13300 | 44.56893 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-south | 19.28065 | 166.62778 | 15/12/2017 | 15/01/2014 | 48 | 30.02833 | 25.65700 | 27.93778 | 35.48462 | 34.10323 | 34.84642 | 56.28429 | 32.83957 | 44.73363 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-west | 19.31625 | 166.59824 | 15/12/2017 | 15/01/2014 | 48 | 30.02200 | 25.65300 | 27.93274 | 35.48462 | 34.10323 | 34.84642 | 55.63979 | 31.74757 | 44.41450 |
| pacific | samoa | ofu | samoa.ofu | ofu-north | -14.15785 | -169.67442 | 15/12/2018 | 15/01/2015 | 48 | 30.19200 | 27.36300 | 28.91258 | 36.22795 | 29.94075 | 34.16768 | 52.69440 | 24.90720 | 42.12891 |
| pacific | samoa | ofu | samoa.ofu | ofu-south | -14.17330 | -169.64190 | 15/12/2018 | 15/01/2015 | 48 | 30.19100 | 27.36800 | 28.90807 | 36.22795 | 29.94075 | 34.16768 | 52.70600 | 25.77780 | 41.86850 |
| pacific | samoa | tau | samoa.tau | tau-north | -14.21240 | -169.44067 | 15/12/2018 | 15/01/2015 | 48 | 30.17567 | 27.31800 | 28.87915 | 36.51796 | 32.66103 | 34.27526 | 51.77400 | 24.87560 | 41.55035 |
| pacific | samoa | tau | samoa.tau | tau-west | -14.25755 | -169.50068 | 15/12/2018 | 15/01/2015 | 48 | 30.13267 | 27.26233 | 28.86830 | 36.68739 | 32.80734 | 34.63480 | 52.53400 | 24.76200 | 41.05929 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-east | -14.28521 | -170.56401 | 15/12/2017 | 15/01/2015 | 32 | 30.10800 | 27.10633 | 28.80980 | 39.24479 | 26.63661 | 34.18115 | 52.16050 | 29.25950 | 41.48897 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-north | -14.24479 | -170.65237 | 15/12/2017 | 15/01/2015 | 16 | 30.02167 | 27.61733 | 28.97715 | 37.08763 | 26.63661 | 31.46730 | 50.62200 | 29.85350 | 42.78166 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-south | -14.36351 | -170.76300 | 15/12/2017 | 15/01/2015 | 32 | 30.08467 | 26.99067 | 28.79176 | 39.11469 | 26.63661 | 33.62904 | 52.23450 | 28.80450 | 41.32216 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-west | -14.29464 | -170.81200 | 15/12/2017 | 15/01/2015 | 32 | 30.09233 | 27.06867 | 28.86902 | 39.11469 | 26.63661 | 33.62904 | 51.44610 | 28.54370 | 40.97039 |
2.5 Volume vs. Mass
Plot of deltaVolume_mm3cm2y vs. deltaMass_mgcm2y:
3 Spatial analysis of parrotfish data
3.1 General prevalence data
Combine bar stats and parrot community stats tables
3.1.1 Mean parrot biomass_kg_ha vs parrot density_ind_ha by point
3.1.2 Parrot biomass vs. density by loc2 and loc3
3.1.3 Boxplots of biomass and density at loc2 for community, scraper, and excavators
Note that these are based on individual point data
4 Spatial analysis of environmental data
4.1 Types of data
| Category | Column | # Values (non-NA) | Sites w/ Data | Start | End | Frequency | Value Group |
|---|---|---|---|---|---|---|---|
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01yr | 4,668 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_03yr | 4,668 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_05yr | 4,668 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_10yr | 4,668 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_10yr_01yr | 4,668 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_all_before | 4,668 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_03yr | 4,668 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_05yr | 4,668 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_10yr | 4,668 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_10yr_01yr | 4,668 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_all_before | 4,668 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01yr | 4,668 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_03yr | 4,668 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_05yr | 4,668 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_10yr | 4,668 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_10yr_01yr | 4,668 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_all_before | 4,668 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01yr | 4,668 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_03yr | 4,668 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_05yr | 4,668 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_10yr | 4,668 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_10yr_01yr | 4,668 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_all_before | 4,668 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_03yr | 4,668 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_05yr | 4,668 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_10yr | 4,668 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_10yr_01yr | 4,668 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_all_before | 4,668 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_06mo | 4,665 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_06mo | 4,665 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_06mo | 4,665 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01yr | 4,665 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01yr | 4,661 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_03mo | 4,660 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_03mo | 4,660 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_03mo | 4,660 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_06mo | 4,655 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_06mo | 4,651 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_03mo | 4,642 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_03mo | 4,639 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01dy | 4,635 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01mo | 4,635 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01wk | 4,635 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01dy | 4,635 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01mo | 4,635 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01wk | 4,635 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01dy | 4,635 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01mo | 4,635 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01wk | 4,635 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01dy | 0 | 0/18 | insufficient | G1 | ||
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01mo | 0 | 0/18 | insufficient | G1 | ||
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01wk | 0 | 0/18 | insufficient | G1 | ||
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01dy | 0 | 0/18 | insufficient | G1 | ||
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01mo | 0 | 0/18 | insufficient | G1 | ||
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01wk | 0 | 0/18 | insufficient | G1 | ||
| Geospatial | lat | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Geospatial | lon | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Other / Metadata | basin | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Other / Metadata | loc1 | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Other / Metadata | loc1.2 | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Other / Metadata | loc2 | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Other / Metadata | loc3 | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_01dy | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_01mo | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_01wk | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_01yr | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_03mo | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_03yr | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_05yr | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_06mo | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_10yr | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_10yr_01yr | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_all_before | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_01yr | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_03mo | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_03yr | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_05yr | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_06mo | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_10yr | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_10yr_01yr | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_all_before | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_01dy | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_01mo | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_01wk | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_01yr | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_03mo | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_03yr | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_05yr | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_06mo | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_10yr | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_10yr_01yr | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_all_before | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_01dy | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_01mo | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_01wk | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_01yr | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_03mo | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_03yr | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_05yr | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_06mo | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_10yr | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_10yr_01yr | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_all_before | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_01yr | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_03mo | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_03yr | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_05yr | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_06mo | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_10yr | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_10yr_01yr | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_all_before | 4,460 | 17/18 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_01dy | 0 | 0/18 | insufficient | G1 | ||
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_01mo | 0 | 0/18 | insufficient | G1 | ||
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_01wk | 0 | 0/18 | insufficient | G1 | ||
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_01dy | 0 | 0/18 | insufficient | G1 | ||
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_01mo | 0 | 0/18 | insufficient | G1 | ||
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_01wk | 0 | 0/18 | insufficient | G1 | ||
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_all_before | 2,580 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_all_before | 2,580 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_all_before | 2,580 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_all_before | 2,580 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_all_before | 2,580 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_10yr | 2,571 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_10yr_01yr | 2,571 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_10yr | 2,571 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_10yr_01yr | 2,571 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_10yr | 2,571 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_10yr_01yr | 2,571 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_10yr | 2,570 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_10yr_01yr | 2,570 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_10yr | 2,570 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_10yr_01yr | 2,570 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_05yr | 2,398 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_05yr | 2,398 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_05yr | 2,398 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_05yr | 2,391 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_05yr | 2,391 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03yr | 2,321 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03yr | 2,321 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03yr | 2,321 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03yr | 2,303 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03yr | 2,301 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01yr | 2,229 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01yr | 2,229 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01yr | 2,229 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_06mo | 2,192 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_06mo | 2,192 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_06mo | 2,192 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01yr | 2,182 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01yr | 2,176 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03mo | 2,169 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03mo | 2,169 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03mo | 2,169 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_06mo | 2,151 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_06mo | 2,143 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03mo | 2,065 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03mo | 2,035 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01dy | 2,018 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01mo | 2,018 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01wk | 2,018 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01dy | 2,018 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01mo | 2,018 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01wk | 2,018 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01dy | 2,018 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01mo | 2,018 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01wk | 2,018 | 9/18 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01dy | 0 | 0/18 | insufficient | G1 | ||
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01mo | 0 | 0/18 | insufficient | G1 | ||
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01wk | 0 | 0/18 | insufficient | G1 | ||
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01dy | 0 | 0/18 | insufficient | G1 | ||
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01mo | 0 | 0/18 | insufficient | G1 | ||
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01wk | 0 | 0/18 | insufficient | G1 | ||
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_03yr | 4,680 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_05yr | 4,680 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_10yr | 4,680 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_10yr_01yr | 4,680 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_all_before | 4,680 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_05yr | 4,680 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_10yr | 4,680 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_10yr_01yr | 4,680 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_all_before | 4,680 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_all_before | 4,680 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_10yr | 4,680 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_10yr_01yr | 4,680 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_all_before | 4,680 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_03yr | 4,680 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_05yr | 4,680 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_10yr | 4,680 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_10yr_01yr | 4,680 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_all_before | 4,680 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_03yr | 4,680 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_05yr | 4,680 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_10yr | 4,680 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_10yr_01yr | 4,680 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_all_before | 4,680 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_05yr | 4,680 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_10yr | 4,680 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_10yr_01yr | 4,680 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_all_before | 4,680 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_10yr | 4,679 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_03yr | 4,678 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_10yr_01yr | 4,678 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_03yr | 4,678 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_05yr | 4,674 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_01yr | 4,666 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_01yr | 4,666 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_01yr | 4,666 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_05yr | 4,664 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_03yr | 4,661 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_03yr | 4,631 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_06mo | 4,625 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_06mo | 4,625 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_06mo | 4,625 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_01yr | 4,621 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_01yr | 4,606 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_01yr | 4,539 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_01yr | 4,491 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_03mo | 4,460 | 18/18 | 2013-01-15 | 2023-11-15 | monthly | G2 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_03mo | 4,460 | 18/18 | 2013-01-15 | 2023-11-15 | monthly | G2 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_03mo | 4,460 | 18/18 | 2013-01-15 | 2023-11-15 | monthly | G2 |
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_06mo | 4,435 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_06mo | 4,432 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_06mo | 4,379 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_06mo | 4,319 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_03mo | 3,957 | 18/18 | 2013-01-15 | 2023-11-15 | monthly | G2 |
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_03mo | 3,949 | 18/18 | 2013-01-15 | 2023-11-15 | monthly | G2 |
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_03mo | 3,943 | 18/18 | 2013-01-15 | 2023-11-15 | monthly | G2 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_01dy | 3,776 | 18/18 | 2013-01-15 | 2023-10-15 | monthly | G2 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_01mo | 3,776 | 18/18 | 2013-01-15 | 2023-10-15 | monthly | G2 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_01wk | 3,776 | 18/18 | 2013-01-15 | 2023-10-15 | monthly | G2 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_01dy | 3,776 | 18/18 | 2013-01-15 | 2023-10-15 | monthly | G2 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_01mo | 3,776 | 18/18 | 2013-01-15 | 2023-10-15 | monthly | G2 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_01wk | 3,776 | 18/18 | 2013-01-15 | 2023-10-15 | monthly | G2 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_01dy | 3,776 | 18/18 | 2013-01-15 | 2023-10-15 | monthly | G2 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_01mo | 3,776 | 18/18 | 2013-01-15 | 2023-10-15 | monthly | G2 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_01wk | 3,776 | 18/18 | 2013-01-15 | 2023-10-15 | monthly | G2 |
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_03mo | 3,577 | 18/18 | 2013-01-15 | 2023-08-15 | monthly | G2 |
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_01dy | 0 | 0/18 | insufficient | G1 | ||
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_01mo | 0 | 0/18 | insufficient | G1 | ||
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_01wk | 0 | 0/18 | insufficient | G1 | ||
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_01dy | 0 | 0/18 | insufficient | G1 | ||
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_01mo | 0 | 0/18 | insufficient | G1 | ||
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_01wk | 0 | 0/18 | insufficient | G1 | ||
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_01dy | 0 | 0/18 | insufficient | G1 | ||
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_01mo | 0 | 0/18 | insufficient | G1 | ||
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_01wk | 0 | 0/18 | insufficient | G1 | ||
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_01dy | 0 | 0/18 | insufficient | G1 | ||
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_01mo | 0 | 0/18 | insufficient | G1 | ||
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_01wk | 0 | 0/18 | insufficient | G1 | ||
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_01dy | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_01mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_01wk | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_01yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_03mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_03yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_05yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_06mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_10yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_10yr_01yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_all_before | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_01mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_01wk | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_01yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_03mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_03yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_05yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_06mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_10yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_10yr_01yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_all_before | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_01mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_01wk | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_01yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_03mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_03yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_05yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_06mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_10yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_10yr_01yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_all_before | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_01mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_01wk | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_01yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_03mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_03yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_05yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_06mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_10yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_10yr_01yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_all_before | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_01dy | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_01mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_01wk | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_01yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_03mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_03yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_05yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_06mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_10yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_10yr_01yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_all_before | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_01dy | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_01mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_01wk | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_01yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_03mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_03yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_05yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_06mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_10yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_10yr_01yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_all_before | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_01mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_01wk | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_01yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_03mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_03yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_05yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_06mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_10yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_10yr_01yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_all_before | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_01dy | 0 | 0/18 | insufficient | G1 | ||
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_01dy | 0 | 0/18 | insufficient | G1 | ||
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_01dy | 0 | 0/18 | insufficient | G1 | ||
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_01dy | 0 | 0/18 | insufficient | G1 | ||
| Temporal | date | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_01dy | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_01mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_01wk | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_01yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_03mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_03yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_05yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_06mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_10yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_10yr_01yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_all_before | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_01dy | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_01mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_01wk | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_01yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_03mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_03yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_05yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_06mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_10yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_all_before | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_01dy | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_01mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_01wk | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_01yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_03mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_03yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_05yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_06mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_10yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_all_before | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_01dy | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_01mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_01wk | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_01yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_03mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_03yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_05yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_06mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_10yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_all_before | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_01dy | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_01mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_01wk | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_01yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_03mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_03yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_05yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_06mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_10yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_all_before | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_01dy | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_01mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_01wk | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_01yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_03mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_03yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_05yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_06mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_10yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_all_before | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_all_before | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_01dy | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_01mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_01wk | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_01yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_03mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_03yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_05yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_06mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_10yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_all_before | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_01dy | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_01mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_01wk | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_01yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_03mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_03yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_05yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_06mo | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_10yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_all_before | 4,752 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_all_before | 4,615 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_10yr | 4,615 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_05yr | 4,603 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 4,556 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_03yr | 4,555 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_10yr | 4,492 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_all_before | 4,423 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 4,392 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_05yr | 4,378 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_03yr | 4,180 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_10yr | 4,124 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_01yr | 3,992 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 3,830 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_05yr | 3,790 | 17/18 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_all_before | 3,730 | 16/18 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_06mo | 3,289 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_03yr | 3,226 | 17/18 | 2014-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_10yr | 3,062 | 16/18 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 2,627 | 15/18 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_03mo | 2,382 | 18/18 | 2013-01-15 | 2023-12-15 | monthly | G1 |
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_05yr | 2,362 | 13/18 | 2014-07-15 | 2023-12-15 | monthly | G1 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_01yr | 1,778 | 17/18 | 2014-01-15 | 2023-12-15 | monthly | G1 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_01mo | 1,746 | 18/18 | 2013-08-15 | 2023-12-15 | monthly | G1 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_01wk | 1,508 | 18/18 | 2013-08-15 | 2023-12-15 | monthly | G1 |
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_03yr | 1,502 | 10/18 | 2014-07-15 | 2023-12-15 | monthly | G1 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_01dy | 1,450 | 18/18 | 2013-08-15 | 2023-12-15 | monthly | G1 |
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_01yr | 1,242 | 18/18 | 2013-08-15 | 2023-11-15 | monthly | G1 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_06mo | 1,111 | 17/18 | 2014-01-15 | 2023-12-15 | monthly | G1 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_03mo | 706 | 17/18 | 2014-01-15 | 2023-12-15 | monthly | G1 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_01mo | 444 | 17/18 | 2014-07-15 | 2023-11-15 | monthly | G1 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_01wk | 379 | 17/18 | 2014-07-15 | 2023-11-15 | monthly | G1 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_01dy | 323 | 17/18 | 2014-07-15 | 2023-10-15 | monthly | G1 |
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_01yr | 138 | 10/18 | 2014-07-15 | 2023-11-15 | monthly | G1 |
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_06mo | 47 | 6/18 | 2014-06-15 | 2022-06-15 | irregular | G1 |
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_01dy | 0 | 0/18 | insufficient | G1 | ||
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_01mo | 0 | 0/18 | insufficient | G1 | ||
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_01wk | 0 | 0/18 | insufficient | G1 | ||
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_03mo | 0 | 0/18 | insufficient | G1 | ||
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_01dy | 0 | 0/18 | insufficient | G1 | ||
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_01mo | 0 | 0/18 | insufficient | G1 | ||
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_01wk | 0 | 0/18 | insufficient | G1 | ||
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_03mo | 0 | 0/18 | insufficient | G1 | ||
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_06mo | 0 | 0/18 | insufficient | G1 |
| Value Group | Non-NA Count Range | |
|---|---|---|
| G1 | 0.0–2,501.2 | |
| G2 | 2,501.2–4,460.0 | |
| G3 | 4,460.0–4,680.0 | |
| G4 | 4,680.0–4,752.0 | |
| G5 | 4,752.0–4,753.0 |
4.2 Parameters to focus on
Based on the above, we focus on the following: Temperature: mean_Sea_Surface_Temperature_CRW_daily_01dy Thermal Stress: Degree_Heating_Weeks_CRW_daily_01wk
| Category | Parameter | # Values | Sites (of total) | Start | End |
|---|---|---|---|---|---|
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_01mo | 4752 | 18/18 | 2013-01-15 | 2023-12-15 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_03mo | 4460 | 18/18 | 2013-01-15 | 2023-11-15 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01yr | 4668 | 17/18 | 2013-01-15 | 2023-12-15 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_01dy | 4460 | 17/18 | 2013-01-15 | 2022-07-15 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03mo | 2169 | 9/18 | 2013-01-15 | 2022-12-15 |
| Geospatial | lat | 4752 | 18/18 | 2013-01-15 | 2023-12-15 |
| Geospatial | lon | 4752 | 18/18 | 2013-01-15 | 2023-12-15 |
| Metadata | basin | 4752 | 18/18 | 2013-01-15 | 2023-12-15 |
| Metadata | loc1 | 4752 | 18/18 | 2013-01-15 | 2023-12-15 |
| Metadata | loc1.2 | 4752 | 18/18 | 2013-01-15 | 2023-12-15 |
4.3 Environmental data stats
|
location
|
date coverage
|
SST
|
Salinity
|
Chlorophyll-a
|
PAR
|
Phytoplankton size
|
|||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| basin | loc1 | loc2 | loc1.2 | startDate | endDate | n_SST | mean_SST | sd_SST | se_SST | n_SSS | mean_SSS | sd_SSS | se_SSS | n_CHL | mean_CHL | sd_CHL | se_CHL | n_PAR | mean_PAR | sd_PAR | se_PAR | n_PHYTO | mean_PHYTO | sd_PHYTO | se_PHYTO |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | 2015-01-15 | 2022-12-15 | 276 | 27.98635 | 1.0021423 | 0.0603219 | 190 | 35.87938 | 1.5274343 | 0.1108117 | 276 | 0.2939818 | 0.1255268 | 0.0075558 | 271 | 45.86696 | 6.762239 | 0.4107768 | 0 | |||
| atlantic | caribbean | saintCroix | caribbean.saintCroix | 2014-01-15 | 2022-12-15 | 360 | 27.86278 | 1.0055094 | 0.0529950 | 360 | 35.68132 | 0.8992621 | 0.0473953 | 360 | 0.1672140 | 0.0377613 | 0.0019902 | 340 | 46.32382 | 6.746828 | 0.3658981 | 0 | |||
| atlantic | florida | dryTortugas | florida.dryTortugas | 2015-01-15 | 2021-12-15 | 84 | 26.74598 | 2.6320760 | 0.2871830 | 84 | 36.00599 | 0.6300694 | 0.0687462 | 0 | 0 | 0 | |||||||||
| atlantic | florida | keys | florida.keys | 2013-01-15 | 2023-12-15 | 924 | 27.27324 | 2.3717033 | 0.0780233 | 915 | 36.76329 | 0.8112077 | 0.0268177 | 924 | 0.2287393 | 0.0321270 | 0.0010569 | 826 | 44.14643 | 9.765918 | 0.3397998 | 0 | |||
| atlantic | flowerGardenBanks | flowerGardenBanks | flowerGardenBanks.flowerGardenBanks | 2015-01-15 | 2022-12-15 | 96 | 25.71475 | 3.2534921 | 0.3320581 | 95 | 34.96236 | 1.4652931 | 0.1503359 | 96 | 0.2543008 | 0.0353510 | 0.0036080 | 91 | 39.41053 | 11.793893 | 1.2363360 | 0 | |||
| pacific | marianas | guam | marianas.guam | 2014-01-15 | 2022-12-15 | 432 | 28.90835 | 0.7827113 | 0.0376582 | 430 | 33.76275 | 0.5464061 | 0.0263500 | 432 | 0.0552559 | 0.0086824 | 0.0004177 | 412 | 44.22213 | 5.910617 | 0.2911952 | 324 | 0.9394456 | 0.0758588 | 0.0042144 |
| pacific | marianas | maug | marianas.maug | 2014-01-15 | 2022-12-15 | 396 | 28.36595 | 1.4315559 | 0.0719384 | 379 | 34.51032 | 0.5073542 | 0.0260610 | 396 | 0.0593293 | 0.0050413 | 0.0002533 | 376 | 44.76522 | 8.220151 | 0.4239219 | 396 | 0.9690120 | 0.0893924 | 0.0044921 |
| pacific | marianas | pagan | marianas.pagan | 2014-01-15 | 2022-12-15 | 432 | 28.66478 | 1.1579106 | 0.0557100 | 432 | 34.35408 | 0.4504119 | 0.0216705 | 432 | 0.0646411 | 0.0164810 | 0.0007929 | 412 | 43.98135 | 7.200212 | 0.3547290 | 411 | 0.9308673 | 0.0764679 | 0.0037719 |
| pacific | marianas | saipan | marianas.saipan | 2014-01-15 | 2022-12-15 | 396 | 28.80200 | 0.8831598 | 0.0443804 | 396 | 34.20247 | 0.3658608 | 0.0183852 | 396 | 0.0713085 | 0.0145905 | 0.0007332 | 376 | 45.35685 | 6.419172 | 0.3310435 | 323 | 1.3583190 | 0.4460578 | 0.0248193 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | 2013-01-15 | 2019-12-15 | 252 | 26.06691 | 1.1263578 | 0.0709539 | 234 | 33.17818 | 1.3723052 | 0.0897104 | 252 | 0.0983016 | 0.0067546 | 0.0004255 | 252 | 42.88309 | 7.865416 | 0.4954746 | 84 | 1.2295639 | 0.0993023 | 0.0108348 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | 2013-01-15 | 2019-12-15 | 252 | 25.70523 | 1.2537675 | 0.0789799 | 173 | 34.39870 | 1.3059469 | 0.0992893 | 252 | 0.1229885 | 0.0190210 | 0.0011982 | 252 | 43.40694 | 8.627460 | 0.5434789 | 216 | 1.6914481 | 0.4307741 | 0.0293105 |
| pacific | northwestHawaiianIslands | pearlHermes | northwestHawaiianIslands.pearlHermes | 2013-01-15 | 2019-12-15 | 84 | 23.95309 | 2.6147291 | 0.2852903 | 84 | 35.14682 | 0.3905892 | 0.0426168 | 84 | 0.0938650 | 0.0082375 | 0.0008988 | 84 | 40.64833 | 11.512870 | 1.2561571 | 84 | 2.7592708 | 0.2926859 | 0.0319347 |
| pacific | pacificRemoteIslandArea | jarvis | pacificRemoteIslandArea.jarvis | 2015-01-15 | 2018-12-15 | 48 | 27.71131 | 1.3372218 | 0.1930113 | 48 | 35.03745 | 0.4007342 | 0.0578410 | 48 | 0.2112931 | 0.0284833 | 0.0041112 | 48 | 49.26042 | 4.862145 | 0.7017902 | 0 | |||
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | 2015-01-15 | 2018-12-15 | 144 | 28.68827 | 0.5872159 | 0.0489347 | 144 | 34.06319 | 0.4180630 | 0.0348386 | 144 | 0.1332477 | 0.0252595 | 0.0021050 | 144 | 41.16095 | 4.741580 | 0.3951316 | 139 | 1.6580869 | 0.2678883 | 0.0227220 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | 2014-01-15 | 2017-12-15 | 192 | 27.93269 | 1.2854688 | 0.0927707 | 192 | 34.84642 | 0.3160059 | 0.0228058 | 192 | 0.0507453 | 0.0017270 | 0.0001246 | 192 | 44.57150 | 7.436761 | 0.5367020 | 192 | 1.0527659 | 0.2843405 | 0.0205205 |
| pacific | samoa | ofu | samoa.ofu | 2015-01-15 | 2018-12-15 | 96 | 28.91033 | 0.7202139 | 0.0735065 | 96 | 34.16768 | 1.2659702 | 0.1292075 | 96 | 0.0669868 | 0.0071115 | 0.0007258 | 96 | 41.99870 | 6.639070 | 0.6775972 | 0 | |||
| pacific | samoa | tau | samoa.tau | 2015-01-15 | 2018-12-15 | 96 | 28.87373 | 0.7372825 | 0.0752486 | 96 | 34.45503 | 0.8047850 | 0.0821380 | 96 | 0.0713949 | 0.0098823 | 0.0010086 | 96 | 41.30482 | 6.597556 | 0.6733603 | 0 | |||
| pacific | samoa | tutuila | samoa.tutuila | 2015-01-15 | 2018-12-15 | 192 | 28.86557 | 0.7668384 | 0.0553418 | 112 | 33.47796 | 2.9346935 | 0.2773025 | 192 | 0.1038933 | 0.0136465 | 0.0009849 | 192 | 41.38357 | 6.316282 | 0.4558384 | 0 | |||
4.4 Environmental data by site
4.4.1 Boxplots
4.4.2 Time series
5 Spatial analysis of BAR data
5.1 Statistical model of BAR data by loc2 in loc1
5.1.1 ANOVA for deltaMass_mgcm2y
5.1.1.1 ANOVA table for deltaMass_mgcm2y
| term | df | sumsq | meansq | statistic | p.value |
|---|---|---|---|---|---|
| loc1 | 7 | 199836.02 | 28548.003 | 16.0740 | <0.0001 |
| loc1:loc2 | 10 | 52963.19 | 5296.319 | 2.9821 | 0.0012 |
| Residuals | 479 | 850719.18 | 1776.032 |
5.1.1.2 Tukey post hoc
for loc1 (regions)
| contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|
| caribbean - florida | -12.9997 | 7.6474 | 479 | -1.6999 | 0.6874 |
| caribbean - flowerGardenBanks | 55.7558 | 14.4394 | 479 | 3.8614 | 0.0032 |
| caribbean - marianas | 6.1331 | 6.8809 | 479 | 0.8913 | 0.9868 |
| caribbean - middleHawaiianIslands | 0.5667 | 8.2398 | 479 | 0.0688 | 1 |
| caribbean - northwestHawaiianIslands | -11.9273 | 11.3826 | 479 | -1.0479 | 0.9667 |
| caribbean - pacificRemoteIslandArea | 44.4796 | 11.4711 | 479 | 3.8775 | 0.003 |
| caribbean - samoa | -39.5483 | 9.8824 | 479 | -4.0019 | 0.0019 |
| florida - flowerGardenBanks | 68.7556 | 14.3245 | 479 | 4.7999 | <0.0001 |
| florida - marianas | 19.1328 | 6.6363 | 479 | 2.8830 | 0.0783 |
| florida - middleHawaiianIslands | 13.5665 | 8.0367 | 479 | 1.6881 | 0.6951 |
| florida - northwestHawaiianIslands | 1.0724 | 11.2364 | 479 | 0.0954 | 1 |
| florida - pacificRemoteIslandArea | 57.4793 | 11.3261 | 479 | 5.0749 | <0.0001 |
| florida - samoa | -26.5486 | 9.7137 | 479 | -2.7331 | 0.1153 |
| flowerGardenBanks - marianas | -49.6228 | 13.9304 | 479 | -3.5622 | 0.0096 |
| flowerGardenBanks - middleHawaiianIslands | -55.1891 | 14.6494 | 479 | -3.7673 | 0.0046 |
| flowerGardenBanks - northwestHawaiianIslands | -67.6831 | 16.6214 | 479 | -4.0720 | 0.0014 |
| flowerGardenBanks - pacificRemoteIslandArea | -11.2762 | 16.6822 | 479 | -0.6759 | 0.9976 |
| flowerGardenBanks - samoa | -95.3042 | 15.6324 | 479 | -6.0966 | <0.0001 |
| marianas - middleHawaiianIslands | -5.5663 | 7.3112 | 479 | -0.7613 | 0.9949 |
| marianas - northwestHawaiianIslands | -18.0604 | 10.7294 | 479 | -1.6833 | 0.6982 |
| marianas - pacificRemoteIslandArea | 38.3465 | 10.8233 | 479 | 3.5429 | 0.0102 |
| marianas - samoa | -45.6814 | 9.1225 | 479 | -5.0075 | <0.0001 |
| middleHawaiianIslands - northwestHawaiianIslands | -12.4940 | 11.6477 | 479 | -1.0727 | 0.9622 |
| middleHawaiianIslands - pacificRemoteIslandArea | 43.9129 | 11.7343 | 479 | 3.7423 | 0.005 |
| middleHawaiianIslands - samoa | -40.1151 | 10.1867 | 479 | -3.9380 | 0.0024 |
| northwestHawaiianIslands - pacificRemoteIslandArea | 56.4069 | 14.1195 | 479 | 3.9950 | 0.0019 |
| northwestHawaiianIslands - samoa | -27.6210 | 12.8622 | 479 | -2.1475 | 0.386 |
| pacificRemoteIslandArea - samoa | -84.0279 | 12.9407 | 479 | -6.4933 | <0.0001 |
5.1.1.3 Tukey post hoc
(loc2 within each loc1)
| loc1 | contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|---|
| caribbean | puertoRico - saintCroix | -14.7389 | 11.1165 | 479 | -1.3259 | 0.1855 |
| florida | dryTortugas - keys | -26.5725 | 10.5049 | 479 | -2.5295 | 0.0117 |
| flowerGardenBanks | (nothing) | |||||
| marianas | guam - maug | 3.3600 | 11.3459 | 479 | 0.2961 | 0.9910 |
| marianas | guam - pagan | -13.9734 | 11.7482 | 479 | -1.1894 | 0.6338 |
| marianas | guam - saipan | 33.3384 | 12.5677 | 479 | 2.6527 | 0.0410 |
| marianas | maug - pagan | -17.3334 | 10.2612 | 479 | -1.6892 | 0.3305 |
| marianas | maug - saipan | 29.9784 | 11.1902 | 479 | 2.6790 | 0.0382 |
| marianas | pagan - saipan | 47.3118 | 11.5978 | 479 | 4.0794 | 0.0003 |
| middleHawaiianIslands | hawaii - oahu | -3.5768 | 12.1656 | 479 | -0.2940 | 0.7689 |
| northwestHawaiianIslands | (nothing) | |||||
| pacificRemoteIslandArea | jarvis - palmyra | -15.9414 | 27.7419 | 479 | -0.5746 | 0.8337 |
| pacificRemoteIslandArea | jarvis - wake | -1.4478 | 26.9931 | 479 | -0.0536 | 0.9984 |
| pacificRemoteIslandArea | palmyra - wake | 14.4936 | 17.7263 | 479 | 0.8176 | 0.6923 |
| samoa | ofu - tau | -40.7124 | 22.5264 | 479 | -1.8073 | 0.1682 |
| samoa | ofu - tutuila | -9.2327 | 18.6331 | 479 | -0.4955 | 0.8735 |
| samoa | tau - tutuila | 31.4797 | 18.6331 | 479 | 1.6894 | 0.2103 |
5.1.2 ANOVA for deltaVolume_mm3cm2y
5.1.2.1 ANOVA table for deltaVolume_mm3cm2y
| term | df | sumsq | meansq | statistic | p.value |
|---|---|---|---|---|---|
| loc1 | 7 | 82200.61 | 11742.945 | 11.5408 | <0.0001 |
| loc1:loc2 | 10 | 28829.80 | 2882.980 | 2.8333 | 0.002 |
| Residuals | 479 | 487390.76 | 1017.517 |
5.1.2.2 Tukey post hoc
for loc1 (regions)
| contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|
| caribbean - florida | -4.7722 | 5.7884 | 479 | -0.8244 | 0.9917 |
| caribbean - flowerGardenBanks | 40.1066 | 10.9294 | 479 | 3.6696 | 0.0065 |
| caribbean - marianas | 6.2399 | 5.2082 | 479 | 1.1981 | 0.9323 |
| caribbean - middleHawaiianIslands | -2.1222 | 6.2368 | 479 | -0.3403 | 1 |
| caribbean - northwestHawaiianIslands | -11.8559 | 8.6156 | 479 | -1.3761 | 0.8678 |
| caribbean - pacificRemoteIslandArea | 24.8225 | 8.6826 | 479 | 2.8589 | 0.0835 |
| caribbean - samoa | -33.8354 | 7.4801 | 479 | -4.5234 | 2e-04 |
| florida - flowerGardenBanks | 44.8787 | 10.8424 | 479 | 4.1392 | 0.0011 |
| florida - marianas | 11.0121 | 5.0231 | 479 | 2.1923 | 0.3582 |
| florida - middleHawaiianIslands | 2.6500 | 6.0831 | 479 | 0.4356 | 0.9999 |
| florida - northwestHawaiianIslands | -7.0837 | 8.5050 | 479 | -0.8329 | 0.9912 |
| florida - pacificRemoteIslandArea | 29.5947 | 8.5729 | 479 | 3.4521 | 0.0139 |
| florida - samoa | -29.0633 | 7.3524 | 479 | -3.9529 | 0.0022 |
| flowerGardenBanks - marianas | -33.8667 | 10.5441 | 479 | -3.2119 | 0.0303 |
| flowerGardenBanks - middleHawaiianIslands | -42.2287 | 11.0883 | 479 | -3.8084 | 0.0039 |
| flowerGardenBanks - northwestHawaiianIslands | -51.9624 | 12.5810 | 479 | -4.1302 | 0.0011 |
| flowerGardenBanks - pacificRemoteIslandArea | -15.2841 | 12.6270 | 479 | -1.2104 | 0.9287 |
| flowerGardenBanks - samoa | -73.9420 | 11.8323 | 479 | -6.2491 | <0.0001 |
| marianas - middleHawaiianIslands | -8.3620 | 5.5339 | 479 | -1.5111 | 0.8014 |
| marianas - northwestHawaiianIslands | -18.0958 | 8.1212 | 479 | -2.2282 | 0.3367 |
| marianas - pacificRemoteIslandArea | 18.5826 | 8.1923 | 479 | 2.2683 | 0.3134 |
| marianas - samoa | -40.0753 | 6.9050 | 479 | -5.8038 | <0.0001 |
| middleHawaiianIslands - northwestHawaiianIslands | -9.7337 | 8.8163 | 479 | -1.1041 | 0.9558 |
| middleHawaiianIslands - pacificRemoteIslandArea | 26.9447 | 8.8818 | 479 | 3.0337 | 0.0516 |
| middleHawaiianIslands - samoa | -31.7133 | 7.7104 | 479 | -4.1130 | 0.0012 |
| northwestHawaiianIslands - pacificRemoteIslandArea | 36.6784 | 10.6872 | 479 | 3.4320 | 0.0149 |
| northwestHawaiianIslands - samoa | -21.9796 | 9.7356 | 479 | -2.2577 | 0.3195 |
| pacificRemoteIslandArea - samoa | -58.6579 | 9.7949 | 479 | -5.9886 | <0.0001 |
5.1.2.3 Tukey post hoc
(loc2 within each loc1)
| loc1 | contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|---|
| caribbean | puertoRico - saintCroix | -4.2508 | 8.4142 | 479 | -0.5052 | 0.6137 |
| florida | dryTortugas - keys | -16.0345 | 7.9513 | 479 | -2.0166 | 0.0443 |
| flowerGardenBanks | (nothing) | |||||
| marianas | guam - maug | 6.6506 | 8.5879 | 479 | 0.7744 | 0.8660 |
| marianas | guam - pagan | -9.5775 | 8.8924 | 479 | -1.0770 | 0.7037 |
| marianas | guam - saipan | 27.4881 | 9.5127 | 479 | 2.8896 | 0.0210 |
| marianas | maug - pagan | -16.2281 | 7.7668 | 479 | -2.0894 | 0.1580 |
| marianas | maug - saipan | 20.8376 | 8.4700 | 479 | 2.4602 | 0.0676 |
| marianas | pagan - saipan | 37.0656 | 8.7786 | 479 | 4.2223 | 0.0002 |
| middleHawaiianIslands | hawaii - oahu | -3.2316 | 9.2083 | 479 | -0.3509 | 0.7258 |
| northwestHawaiianIslands | (nothing) | |||||
| pacificRemoteIslandArea | jarvis - palmyra | -7.1764 | 20.9982 | 479 | -0.3418 | 0.9377 |
| pacificRemoteIslandArea | jarvis - wake | -1.6134 | 20.4314 | 479 | -0.0790 | 0.9966 |
| pacificRemoteIslandArea | palmyra - wake | 5.5630 | 13.4172 | 479 | 0.4146 | 0.9096 |
| samoa | ofu - tau | -29.9103 | 17.0505 | 479 | -1.7542 | 0.1864 |
| samoa | ofu - tutuila | 1.1479 | 14.1037 | 479 | 0.0814 | 0.9964 |
| samoa | tau - tutuila | 31.0581 | 14.1037 | 479 | 2.2021 | 0.0718 |
5.1.3 ANOVA for deltaDensity_mgcm3cm2y
5.1.3.1 ANOVA table for deltaDensity_mgcm3cm2y
| term | df | sumsq | meansq | statistic | p.value |
|---|---|---|---|---|---|
| loc1 | 7 | 97.5479 | 13.9354 | 18.0331 | <0.0001 |
| loc1:loc2 | 9 | 20.0745 | 2.2305 | 2.8864 | 0.0025 |
| Residuals | 417 | 322.2452 | 0.7728 |
5.1.3.2 Tukey post hoc
for loc1 (regions)
| contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|
| caribbean - florida | 0.0394 | 0.1605 | 417 | 0.2457 | 1 |
| caribbean - flowerGardenBanks | -0.5994 | 0.3017 | 417 | -1.9867 | 0.4921 |
| caribbean - marianas | -0.2341 | 0.1603 | 417 | -1.4607 | 0.8278 |
| caribbean - middleHawaiianIslands | -0.0861 | 0.1743 | 417 | -0.4941 | 0.9997 |
| caribbean - northwestHawaiianIslands | 0.0494 | 0.2381 | 417 | 0.2075 | 1 |
| caribbean - pacificRemoteIslandArea | 0.5739 | 0.3122 | 417 | 1.8384 | 0.5941 |
| caribbean - samoa | 1.4033 | 0.2069 | 417 | 6.7831 | <0.0001 |
| florida - flowerGardenBanks | -0.6388 | 0.2988 | 417 | -2.1379 | 0.3923 |
| florida - marianas | -0.2735 | 0.1547 | 417 | -1.7676 | 0.6424 |
| florida - middleHawaiianIslands | -0.1255 | 0.1692 | 417 | -0.7419 | 0.9956 |
| florida - northwestHawaiianIslands | 0.0100 | 0.2344 | 417 | 0.0425 | 1 |
| florida - pacificRemoteIslandArea | 0.5345 | 0.3094 | 417 | 1.7277 | 0.6691 |
| florida - samoa | 1.3638 | 0.2026 | 417 | 6.7309 | <0.0001 |
| flowerGardenBanks - marianas | 0.3653 | 0.2987 | 417 | 1.2229 | 0.9249 |
| flowerGardenBanks - middleHawaiianIslands | 0.5133 | 0.3064 | 417 | 1.6749 | 0.7036 |
| flowerGardenBanks - northwestHawaiianIslands | 0.6488 | 0.3467 | 417 | 1.8712 | 0.5715 |
| flowerGardenBanks - pacificRemoteIslandArea | 1.1733 | 0.4012 | 417 | 2.9242 | 0.0704 |
| flowerGardenBanks - samoa | 2.0026 | 0.3261 | 417 | 6.1415 | <0.0001 |
| marianas - middleHawaiianIslands | 0.1480 | 0.1690 | 417 | 0.8755 | 0.9881 |
| marianas - northwestHawaiianIslands | 0.2835 | 0.2343 | 417 | 1.2103 | 0.9287 |
| marianas - pacificRemoteIslandArea | 0.8081 | 0.3093 | 417 | 2.6126 | 0.1543 |
| marianas - samoa | 1.6374 | 0.2025 | 417 | 8.0869 | <0.0001 |
| middleHawaiianIslands - northwestHawaiianIslands | 0.1355 | 0.2441 | 417 | 0.5552 | 0.9993 |
| middleHawaiianIslands - pacificRemoteIslandArea | 0.6601 | 0.3168 | 417 | 2.0837 | 0.4272 |
| middleHawaiianIslands - samoa | 1.4894 | 0.2137 | 417 | 6.9684 | <0.0001 |
| northwestHawaiianIslands - pacificRemoteIslandArea | 0.5245 | 0.3559 | 417 | 1.4740 | 0.821 |
| northwestHawaiianIslands - samoa | 1.3539 | 0.2683 | 417 | 5.0461 | <0.0001 |
| pacificRemoteIslandArea - samoa | 0.8293 | 0.3358 | 417 | 2.4696 | 0.2115 |
5.1.3.3 Tukey post hoc
(loc2 within each loc1)
| loc1 | contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|---|
| caribbean | puertoRico - saintCroix | 0.1187 | 0.2345 | 417 | 0.5060 | 0.6131 |
| florida | dryTortugas - keys | -0.9071 | 0.2191 | 417 | -4.1398 | <0.0001 |
| flowerGardenBanks | (nothing) | |||||
| marianas | guam - maug | 0.3557 | 0.2850 | 417 | 1.2480 | 0.5966 |
| marianas | guam - pagan | 0.3436 | 0.3114 | 417 | 1.1032 | 0.6877 |
| marianas | guam - saipan | -0.2660 | 0.3405 | 417 | -0.7814 | 0.8629 |
| marianas | maug - pagan | -0.0122 | 0.2742 | 417 | -0.0443 | 1 |
| marianas | maug - saipan | -0.6218 | 0.3068 | 417 | -2.0266 | 0.1798 |
| marianas | pagan - saipan | -0.6096 | 0.3314 | 417 | -1.8392 | 0.2564 |
| middleHawaiianIslands | hawaii - oahu | 0.1432 | 0.2579 | 417 | 0.5553 | 0.579 |
| northwestHawaiianIslands | (nothing) | |||||
| pacificRemoteIslandArea | jarvis - palmyra | -0.3790 | 0.5787 | 417 | -0.6549 | 0.5129 |
| samoa | ofu - tau | -0.5769 | 0.4699 | 417 | -1.2278 | 0.4374 |
| samoa | ofu - tutuila | 0.0215 | 0.3887 | 417 | 0.0553 | 0.9983 |
| samoa | tau - tutuila | 0.5984 | 0.3887 | 417 | 1.5396 | 0.2735 |
5.1.4 ANOVA for macroboring_mm3cm2y
5.1.4.1 ANOVA table for macroboring_mm3cm2y
| term | df | sumsq | meansq | statistic | p.value |
|---|---|---|---|---|---|
| loc1 | 7 | 877.5511 | 125.3644 | 8.2221 | <0.0001 |
| loc1:loc2 | 10 | 528.1710 | 52.8171 | 3.4640 | 2e-04 |
| Residuals | 479 | 7303.4438 | 15.2473 |
5.1.4.2 Tukey post hoc
for loc1 (regions)
| contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|
| caribbean - florida | -0.5851 | 0.7086 | 479 | -0.8257 | 0.9916 |
| caribbean - flowerGardenBanks | -4.4866 | 1.3379 | 479 | -3.3535 | 0.0193 |
| caribbean - marianas | -3.8206 | 0.6376 | 479 | -5.9926 | <0.0001 |
| caribbean - middleHawaiianIslands | -0.4120 | 0.7635 | 479 | -0.5397 | 0.9994 |
| caribbean - northwestHawaiianIslands | -4.5539 | 1.0547 | 479 | -4.3179 | 5e-04 |
| caribbean - pacificRemoteIslandArea | -4.1391 | 1.0629 | 479 | -3.8943 | 0.0028 |
| caribbean - samoa | -1.3865 | 0.9157 | 479 | -1.5142 | 0.7997 |
| florida - flowerGardenBanks | -3.9015 | 1.3272 | 479 | -2.9396 | 0.0672 |
| florida - marianas | -3.2355 | 0.6149 | 479 | -5.2619 | <0.0001 |
| florida - middleHawaiianIslands | 0.1730 | 0.7446 | 479 | 0.2324 | 1 |
| florida - northwestHawaiianIslands | -3.9688 | 1.0411 | 479 | -3.8121 | 0.0039 |
| florida - pacificRemoteIslandArea | -3.5540 | 1.0494 | 479 | -3.3866 | 0.0174 |
| florida - samoa | -0.8014 | 0.9000 | 479 | -0.8904 | 0.9869 |
| flowerGardenBanks - marianas | 0.6660 | 1.2907 | 479 | 0.5160 | 0.9996 |
| flowerGardenBanks - middleHawaiianIslands | 4.0745 | 1.3573 | 479 | 3.0018 | 0.0565 |
| flowerGardenBanks - northwestHawaiianIslands | -0.0673 | 1.5401 | 479 | -0.0437 | 1 |
| flowerGardenBanks - pacificRemoteIslandArea | 0.3475 | 1.5457 | 479 | 0.2248 | 1 |
| flowerGardenBanks - samoa | 3.1001 | 1.4484 | 479 | 2.1403 | 0.3905 |
| marianas - middleHawaiianIslands | 3.4085 | 0.6774 | 479 | 5.0317 | <0.0001 |
| marianas - northwestHawaiianIslands | -0.7333 | 0.9941 | 479 | -0.7376 | 0.9958 |
| marianas - pacificRemoteIslandArea | -0.3185 | 1.0028 | 479 | -0.3176 | 1 |
| marianas - samoa | 2.4341 | 0.8453 | 479 | 2.8797 | 0.079 |
| middleHawaiianIslands - northwestHawaiianIslands | -4.1419 | 1.0792 | 479 | -3.8378 | 0.0035 |
| middleHawaiianIslands - pacificRemoteIslandArea | -3.7270 | 1.0872 | 479 | -3.4280 | 0.0151 |
| middleHawaiianIslands - samoa | -0.9745 | 0.9439 | 479 | -1.0324 | 0.9693 |
| northwestHawaiianIslands - pacificRemoteIslandArea | 0.4148 | 1.3082 | 479 | 0.3171 | 1 |
| northwestHawaiianIslands - samoa | 3.1674 | 1.1918 | 479 | 2.6578 | 0.1384 |
| pacificRemoteIslandArea - samoa | 2.7526 | 1.1990 | 479 | 2.2957 | 0.2981 |
5.1.4.3 Tukey post hoc
(loc2 within each loc1)
| loc1 | contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|---|
| caribbean | puertoRico - saintCroix | -2.9318 | 1.0300 | 479 | -2.8464 | 0.0046 |
| florida | dryTortugas - keys | -3.8243 | 0.9733 | 479 | -3.9290 | <0.0001 |
| flowerGardenBanks | (nothing) | |||||
| marianas | guam - maug | -0.5371 | 1.0513 | 479 | -0.5109 | 0.9565 |
| marianas | guam - pagan | 1.3430 | 1.0885 | 479 | 1.2337 | 0.6057 |
| marianas | guam - saipan | -0.6089 | 1.1645 | 479 | -0.5229 | 0.9536 |
| marianas | maug - pagan | 1.8800 | 0.9508 | 479 | 1.9774 | 0.198 |
| marianas | maug - saipan | -0.0718 | 1.0368 | 479 | -0.0693 | 0.9999 |
| marianas | pagan - saipan | -1.9519 | 1.0746 | 479 | -1.8164 | 0.2668 |
| middleHawaiianIslands | hawaii - oahu | -1.7832 | 1.1272 | 479 | -1.5819 | 0.1143 |
| northwestHawaiianIslands | (nothing) | |||||
| pacificRemoteIslandArea | jarvis - palmyra | -1.8640 | 2.5704 | 479 | -0.7252 | 0.7487 |
| pacificRemoteIslandArea | jarvis - wake | -1.5540 | 2.5011 | 479 | -0.6213 | 0.8085 |
| pacificRemoteIslandArea | palmyra - wake | 0.3100 | 1.6424 | 479 | 0.1887 | 0.9806 |
| samoa | ofu - tau | -3.3117 | 2.0872 | 479 | -1.5867 | 0.2524 |
| samoa | ofu - tutuila | -2.7715 | 1.7265 | 479 | -1.6053 | 0.2443 |
| samoa | tau - tutuila | 0.5402 | 1.7265 | 479 | 0.3129 | 0.9475 |
5.1.5 ANOVA for accretion_mm3cm2y
5.1.5.1 ANOVA table for accretion_mm3cm2y
| term | df | sumsq | meansq | statistic | p.value |
|---|---|---|---|---|---|
| loc1 | 7 | 15258.920 | 2179.8457 | 10.430 | <0.0001 |
| loc1:loc2 | 10 | 7225.141 | 722.5142 | 3.457 | 2e-04 |
| Residuals | 479 | 100109.852 | 208.9976 |
5.1.5.2 Tukey post hoc
for loc1 (regions)
| contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|
| caribbean - florida | -5.5845 | 2.6234 | 479 | -2.1287 | 0.3979 |
| caribbean - flowerGardenBanks | 3.7754 | 4.9533 | 479 | 0.7622 | 0.9949 |
| caribbean - marianas | -4.7650 | 2.3604 | 479 | -2.0187 | 0.4702 |
| caribbean - middleHawaiianIslands | -3.7952 | 2.8266 | 479 | -1.3427 | 0.882 |
| caribbean - northwestHawaiianIslands | 4.3422 | 3.9047 | 479 | 1.1121 | 0.9541 |
| caribbean - pacificRemoteIslandArea | -1.2709 | 3.9351 | 479 | -0.3230 | 1 |
| caribbean - samoa | -21.2558 | 3.3901 | 479 | -6.2700 | <0.0001 |
| florida - flowerGardenBanks | 9.3599 | 4.9139 | 479 | 1.9048 | 0.5483 |
| florida - marianas | 0.8195 | 2.2765 | 479 | 0.3600 | 1 |
| florida - middleHawaiianIslands | 1.7893 | 2.7569 | 479 | 0.6490 | 0.9981 |
| florida - northwestHawaiianIslands | 9.9267 | 3.8545 | 479 | 2.5753 | 0.1676 |
| florida - pacificRemoteIslandArea | 4.3136 | 3.8853 | 479 | 1.1102 | 0.9545 |
| florida - samoa | -15.6714 | 3.3322 | 479 | -4.7030 | <0.0001 |
| flowerGardenBanks - marianas | -8.5404 | 4.7787 | 479 | -1.7872 | 0.6291 |
| flowerGardenBanks - middleHawaiianIslands | -7.5705 | 5.0253 | 479 | -1.5065 | 0.8039 |
| flowerGardenBanks - northwestHawaiianIslands | 0.5668 | 5.7018 | 479 | 0.0994 | 1 |
| flowerGardenBanks - pacificRemoteIslandArea | -5.0463 | 5.7227 | 479 | -0.8818 | 0.9876 |
| flowerGardenBanks - samoa | -25.0312 | 5.3625 | 479 | -4.6678 | 1e-04 |
| marianas - middleHawaiianIslands | 0.9699 | 2.5080 | 479 | 0.3867 | 0.9999 |
| marianas - northwestHawaiianIslands | 9.1073 | 3.6806 | 479 | 2.4744 | 0.209 |
| marianas - pacificRemoteIslandArea | 3.4942 | 3.7128 | 479 | 0.9411 | 0.9818 |
| marianas - samoa | -16.4908 | 3.1294 | 479 | -5.2696 | <0.0001 |
| middleHawaiianIslands - northwestHawaiianIslands | 8.1374 | 3.9956 | 479 | 2.0366 | 0.4582 |
| middleHawaiianIslands - pacificRemoteIslandArea | 2.5243 | 4.0253 | 479 | 0.6271 | 0.9985 |
| middleHawaiianIslands - samoa | -17.4607 | 3.4944 | 479 | -4.9967 | <0.0001 |
| northwestHawaiianIslands - pacificRemoteIslandArea | -5.6131 | 4.8436 | 479 | -1.1589 | 0.943 |
| northwestHawaiianIslands - samoa | -25.5981 | 4.4123 | 479 | -5.8016 | <0.0001 |
| pacificRemoteIslandArea - samoa | -19.9850 | 4.4392 | 479 | -4.5020 | 2e-04 |
5.1.5.3 Tukey post hoc
(loc2 within each loc1)
| loc1 | contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|---|
| caribbean | puertoRico - saintCroix | -4.5723 | 3.8134 | 479 | -1.1990 | 0.2311 |
| florida | dryTortugas - keys | -13.1598 | 3.6036 | 479 | -3.6518 | 0.0003 |
| flowerGardenBanks | (nothing) | |||||
| marianas | guam - maug | 8.9755 | 3.8921 | 479 | 2.3061 | 0.0980 |
| marianas | guam - pagan | 4.6231 | 4.0301 | 479 | 1.1472 | 0.6605 |
| marianas | guam - saipan | 11.6677 | 4.3112 | 479 | 2.7063 | 0.0354 |
| marianas | maug - pagan | -4.3524 | 3.5200 | 479 | -1.2365 | 0.6039 |
| marianas | maug - saipan | 2.6922 | 3.8387 | 479 | 0.7013 | 0.8965 |
| marianas | pagan - saipan | 7.0446 | 3.9785 | 479 | 1.7706 | 0.2888 |
| middleHawaiianIslands | hawaii - oahu | -7.7067 | 4.1733 | 479 | -1.8467 | 0.0654 |
| northwestHawaiianIslands | (nothing) | |||||
| pacificRemoteIslandArea | jarvis - palmyra | -9.3292 | 9.5166 | 479 | -0.9803 | 0.5897 |
| pacificRemoteIslandArea | jarvis - wake | -14.4469 | 9.2597 | 479 | -1.5602 | 0.2640 |
| pacificRemoteIslandArea | palmyra - wake | -5.1177 | 6.0808 | 479 | -0.8416 | 0.6773 |
| samoa | ofu - tau | -14.7624 | 7.7275 | 479 | -1.9104 | 0.1368 |
| samoa | ofu - tutuila | -1.9396 | 6.3919 | 479 | -0.3034 | 0.9505 |
| samoa | tau - tutuila | 12.8228 | 6.3919 | 479 | 2.0061 | 0.1118 |
5.1.6 ANOVA for grazing_mm3cm2y
5.1.6.1 ANOVA table for grazing_mm3cm2y
| term | df | sumsq | meansq | statistic | p.value |
|---|---|---|---|---|---|
| loc1 | 7 | 55311.32 | 7901.6168 | 14.8516 | <0.0001 |
| loc1:loc2 | 10 | 16671.88 | 1667.1880 | 3.1336 | 7e-04 |
| Residuals | 479 | 254845.61 | 532.0368 |
5.1.6.2 Tukey post hoc
for loc1 (regions)
| contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|
| caribbean - florida | 1.3974 | 4.1856 | 479 | 0.3339 | 1 |
| caribbean - flowerGardenBanks | 40.8177 | 7.9031 | 479 | 5.1648 | <0.0001 |
| caribbean - marianas | 14.8255 | 3.7661 | 479 | 3.9366 | 0.0024 |
| caribbean - middleHawaiianIslands | 2.0850 | 4.5099 | 479 | 0.4623 | 0.9998 |
| caribbean - northwestHawaiianIslands | -11.6442 | 6.2300 | 479 | -1.8691 | 0.5729 |
| caribbean - pacificRemoteIslandArea | 30.2324 | 6.2784 | 479 | 4.8153 | <0.0001 |
| caribbean - samoa | -11.1931 | 5.4089 | 479 | -2.0694 | 0.4364 |
| florida - flowerGardenBanks | 39.4204 | 7.8402 | 479 | 5.0280 | <0.0001 |
| florida - marianas | 13.4281 | 3.6322 | 479 | 3.6969 | 0.0059 |
| florida - middleHawaiianIslands | 0.6876 | 4.3987 | 479 | 0.1563 | 1 |
| florida - northwestHawaiianIslands | -13.0416 | 6.1500 | 479 | -2.1206 | 0.4031 |
| florida - pacificRemoteIslandArea | 28.8350 | 6.1991 | 479 | 4.6515 | 1e-04 |
| florida - samoa | -12.5905 | 5.3166 | 479 | -2.3682 | 0.2596 |
| flowerGardenBanks - marianas | -25.9922 | 7.6245 | 479 | -3.4091 | 0.0161 |
| flowerGardenBanks - middleHawaiianIslands | -38.7327 | 8.0180 | 479 | -4.8307 | <0.0001 |
| flowerGardenBanks - northwestHawaiianIslands | -52.4619 | 9.0973 | 479 | -5.7667 | <0.0001 |
| flowerGardenBanks - pacificRemoteIslandArea | -10.5853 | 9.1306 | 479 | -1.1593 | 0.9428 |
| flowerGardenBanks - samoa | -52.0108 | 8.5560 | 479 | -6.0789 | <0.0001 |
| marianas - middleHawaiianIslands | -12.7405 | 4.0016 | 479 | -3.1839 | 0.033 |
| marianas - northwestHawaiianIslands | -26.4697 | 5.8725 | 479 | -4.5074 | 2e-04 |
| marianas - pacificRemoteIslandArea | 15.4069 | 5.9239 | 479 | 2.6008 | 0.1581 |
| marianas - samoa | -26.0186 | 4.9930 | 479 | -5.2110 | <0.0001 |
| middleHawaiianIslands - northwestHawaiianIslands | -13.7292 | 6.3751 | 479 | -2.1536 | 0.3821 |
| middleHawaiianIslands - pacificRemoteIslandArea | 28.1474 | 6.4225 | 479 | 4.3826 | 4e-04 |
| middleHawaiianIslands - samoa | -13.2781 | 5.5754 | 479 | -2.3815 | 0.2528 |
| northwestHawaiianIslands - pacificRemoteIslandArea | 41.8766 | 7.7280 | 479 | 5.4188 | <0.0001 |
| northwestHawaiianIslands - samoa | 0.4511 | 7.0398 | 479 | 0.0641 | 1 |
| pacificRemoteIslandArea - samoa | -41.4255 | 7.0827 | 479 | -5.8488 | <0.0001 |
5.1.6.3 Tukey post hoc
(loc2 within each loc1)
| loc1 | contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|---|
| caribbean | puertoRico - saintCroix | 3.2532 | 6.0844 | 479 | 0.5347 | 0.5931 |
| florida | dryTortugas - keys | 0.9496 | 5.7496 | 479 | 0.1652 | 0.8689 |
| flowerGardenBanks | (nothing) | |||||
| marianas | guam - maug | -1.7879 | 6.2099 | 479 | -0.2879 | 0.9917 |
| marianas | guam - pagan | -15.5436 | 6.4301 | 479 | -2.4173 | 0.0752 |
| marianas | guam - saipan | 16.4293 | 6.8786 | 479 | 2.3885 | 0.0807 |
| marianas | maug - pagan | -13.7557 | 5.6162 | 479 | -2.4493 | 0.0695 |
| marianas | maug - saipan | 18.2172 | 6.1247 | 479 | 2.9744 | 0.0162 |
| marianas | pagan - saipan | 31.9729 | 6.3478 | 479 | 5.0369 | <0.0001 |
| middleHawaiianIslands | hawaii - oahu | 6.2582 | 6.6586 | 479 | 0.9399 | 0.3478 |
| northwestHawaiianIslands | (nothing) | |||||
| pacificRemoteIslandArea | jarvis - palmyra | 4.0168 | 15.1838 | 479 | 0.2645 | 0.9622 |
| pacificRemoteIslandArea | jarvis - wake | 14.3876 | 14.7740 | 479 | 0.9738 | 0.5938 |
| pacificRemoteIslandArea | palmyra - wake | 10.3707 | 9.7020 | 479 | 1.0689 | 0.5339 |
| samoa | ofu - tau | -11.8362 | 12.3293 | 479 | -0.9600 | 0.6025 |
| samoa | ofu - tutuila | 5.8590 | 10.1984 | 479 | 0.5745 | 0.8338 |
| samoa | tau - tutuila | 17.6951 | 10.1984 | 479 | 1.7351 | 0.1932 |
5.2 Plots of BAR data by loc2
5.2.1 Plot deltaVolume_mm3cm2y
5.2.2 Plot deltaDensity_mgcm3cm2y
5.2.3 Plot macroboring_mm3cm2y
5.2.4 Plot grazing_mm3cm2y
5.2.5 Plot accretion_mm3cm2y
5.2.6 dryTortugas
 |
|---|
 |
| ### guam |
5.2.7 hawaii
 |
|---|
 |
| ### keys |
5.2.8 maug
 |
|---|
 |
| ### ofu |
5.2.9 pagan
 |
|---|
 |
| ### pearlHermes |
5.2.10 puertoRico
 |
|---|
 |
| ### saipan |
5.2.11 tau
 |
|---|
 |
| ### wake |
5.2.12 Caribbean
 |
|---|
 |
| ### Flower Garden Banks |
5.2.13 Marianas
 |
|---|
 |
| ### Northwest Hawaiian Islands |
5.2.14 Pacific Remote Island Area
 |
| ### American Samoa |
6 Exploration of grazing as a driver
6.1 BAR data vs. Grazing
6.1.1 MASS change vs Grazing
6.1.2 VOLUME change vs Grazing
6.1.3 DENSITY change vs Grazing
6.1.4 MACROBORING vs Grazing
6.1.5 ACCRETION vs Grazing
7 Exploration of parrotfish as a driver
7.1 Parrotfish Loc2 as driver
## $meanDeltaMass
## $meanDeltaVolume
## $meanDeltaDensity
## $meanMacroboring
## $meanGrazing
## $meanAccretion
7.2 Parrotfish Loc3 as driver of Loc3 averages
## $meanDeltaMass
## $meanDeltaVolume
## $meanDeltaDensity
## $meanMacroboring
## $meanGrazing
## $meanAccretion
7.3 Parrotfish Loc3 as driver of BAR point data
8 Exploration of environmental data as a driver
8.1 Satellite environmental data
8.2 Aragonite saturation state as a driver
8.2.1 AragSatState by loc2
8.2.2 AragSatState by loc3
9 Multivariate analysis
## [1] 0.161848Stress = 0.161848
10 Human pressure/proximity analysis
10.1 Calculate human pressure statistics
Distance to coastline, port, city, or nearest port/city
Population within a set radius Data from: https://search.earthdata.nasa.gov/search?q=CIESIN%20ESDIS
Display human pressure statistics table|
location
|
distance
|
population
|
|||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| loc3 | latitude | longitude | basin | dist_coast_km | dist_port_km | dist_city_km | dist_human_access_km | population_5km_2005 | population_10km_2005 | population_50km_2005 | population_100km_2005 |
| puertoRico-north | 18.4823 | -66.7212 | atlantic | 0.4528 | 2.2049 | 4.7875 | 2.2049 | 32125.5092 | 89699.7317 | 1006934.1268 | 3501549.6475 |
| puertoRico-south | 17.9105 | -66.2316 | atlantic | 3.1541 | 40.5643 | 41.9377 | 40.5643 | 1262.4087 | 22720.7850 | 1231073.4198 | 3390075.6168 |
| puertoRico-southwest | 17.9536 | -67.0506 | atlantic | 1.6286 | 31.0503 | 29.1349 | 29.1349 | 2249.6700 | 10536.1783 | 704430.5508 | 1900149.9853 |
| puertoRico-west | 18.3443 | -67.2692 | atlantic | 0.6183 | 15.1529 | 20.9596 | 15.1529 | 10448.1150 | 37815.1842 | 636276.7822 | 1465893.5192 |
| saintCroix-east | 17.8281 | -64.4671 | atlantic | 12.4647 | 74.2925 | 31.1710 | 31.1710 | 0.0000 | 0.0000 | 49178.2971 | 139488.6493 |
| saintCroix-north | 17.7853 | -64.7595 | atlantic | 0.1380 | 63.3690 | 4.0150 | 4.0150 | 9369.2126 | 29593.6079 | 49178.6871 | 150644.6981 |
| saintCroix-south | 17.7012 | -64.6479 | atlantic | 2.4142 | 76.1663 | 12.1132 | 12.1132 | 1894.7723 | 12063.4927 | 49178.2971 | 150556.0095 |
| saintCroix-west | 17.7338 | -64.8964 | atlantic | 0.9806 | 66.6167 | 15.6143 | 15.6143 | 5643.1254 | 17797.8222 | 49178.2971 | 164548.9777 |
| dryTortugas-west | 24.6112 | -82.8704 | atlantic | 73.2976 | 178.8298 | 110.1604 | 110.1604 | 17.8305 | 17.8305 | 17.8305 | 58.8405 |
| keys-lko | 24.5533 | -81.4375 | atlantic | 10.7492 | 167.3073 | 34.9155 | 34.9155 | 0.0000 | 8.1242 | 45937.5613 | 49935.4352 |
| keys-mki | 24.6878 | -81.0360 | atlantic | 3.6656 | 149.1758 | 76.9120 | 76.9120 | 4465.1717 | 7631.4951 | 18502.9160 | 76290.4405 |
| keys-mko | 24.6328 | -81.0873 | atlantic | 5.9107 | 157.1706 | 70.8454 | 70.8454 | 0.0000 | 3659.5970 | 18691.9637 | 64224.7427 |
| keys-uki | 24.9264 | -80.5809 | atlantic | 2.6523 | 103.1210 | 61.1451 | 61.1451 | 1351.1889 | 4584.1209 | 19331.7659 | 1365156.8254 |
| keys-uko | 24.8929 | -80.5455 | atlantic | 7.2012 | 105.2073 | 64.3481 | 64.3481 | 0.0000 | 2331.7546 | 18429.0543 | 1207927.9023 |
| flowerGardenBanks-east | 27.9074 | -93.5992 | atlantic | 192.7863 | 195.6377 | 194.1644 | 194.1644 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| guam-east | 13.4752 | 144.8649 | pacific | 0.5327 | 216.0497 | 12.4344 | 12.4344 | 16458.4615 | 115256.7379 | 180374.9993 | 182958.0276 |
| guam-north | 13.6033 | 144.9237 | pacific | 0.0552 | 200.4536 | 23.9199 | 23.9199 | 3503.8694 | 42970.9357 | 180363.2034 | 182958.0276 |
| guam-south | 13.2418 | 144.7045 | pacific | 0.0529 | 246.9930 | 25.8523 | 25.8523 | 1675.6335 | 4010.7071 | 180374.9993 | 180374.9993 |
| guam-west | 13.5290 | 144.8004 | pacific | 0.4206 | 213.8562 | 8.5189 | 8.5189 | 43282.3581 | 128131.6122 | 180374.9993 | 182958.0276 |
| maug-east | 20.0204 | 145.2398 | pacific | 0.5904 | 535.7026 | 537.4806 | 535.7026 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| maug-north | 20.0357 | 145.2247 | pacific | 0.3456 | 537.5561 | 539.3381 | 537.5561 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| maug-south | 20.0140 | 145.2275 | pacific | 0.7775 | 535.1257 | 536.9076 | 535.1257 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| maug-west | 20.0131 | 145.2081 | pacific | 2.5249 | 535.2424 | 537.0299 | 535.2424 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| pagan-east | 18.0961 | 145.7649 | pacific | 2.1843 | 319.1744 | 320.7833 | 319.1744 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| pagan-north | 18.1679 | 145.7949 | pacific | 0.7316 | 327.2009 | 328.7936 | 327.2009 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| pagan-south | 18.0456 | 145.7062 | pacific | 1.6958 | 313.5620 | 315.2037 | 313.5620 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| pagan-west | 18.1201 | 145.7547 | pacific | 0.3276 | 321.8369 | 323.4515 | 321.8369 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| saipan-east | 15.2587 | 145.8157 | pacific | 0.3453 | 9.4013 | 8.7508 | 8.7508 | 1661.4802 | 7620.7097 | 53178.9814 | 53178.9814 |
| saipan-northwest | 15.2572 | 145.7667 | pacific | 0.2303 | 4.8799 | 5.3946 | 4.8799 | 3975.5045 | 20274.3834 | 53178.9814 | 53178.9814 |
| saipan-south | 15.0979 | 145.7434 | pacific | 0.1754 | 14.2589 | 12.6325 | 12.6325 | 6906.8541 | 33084.5755 | 53178.9814 | 53178.9814 |
| saipan-west | 15.1564 | 145.6897 | pacific | 0.2312 | 9.1153 | 8.9338 | 8.9338 | 23871.8189 | 44739.5081 | 53178.9814 | 53178.9814 |
| hawaii-north | 20.2638 | -155.8674 | pacific | 0.0801 | 102.2096 | 70.6999 | 70.6999 | 1552.1041 | 5469.5194 | 34829.1877 | 257520.2750 |
| hawaii-west | 19.2443 | -155.9003 | pacific | 0.0624 | 102.7459 | 44.7390 | 44.7390 | 482.5357 | 1578.6934 | 55158.9708 | 160424.5612 |
| oahu-east | 21.4727 | -157.7882 | pacific | 2.5556 | 20.1948 | 20.1697 | 20.1697 | 5491.8785 | 86504.6613 | 1006900.6897 | 1014229.7098 |
| oahu-north | 21.5909 | -158.1747 | pacific | 0.5327 | 44.1567 | 18.4253 | 18.4253 | 3394.7903 | 10822.3555 | 857408.3451 | 1006908.6371 |
| oahu-south | 21.2884 | -157.8653 | pacific | 0.2750 | 2.4960 | 1.8232 | 1.8232 | 186392.6575 | 367667.7396 | 1006884.9168 | 1014222.9209 |
| oahu-west | 21.5341 | -158.2344 | pacific | 0.3390 | 44.9189 | 22.0740 | 22.0740 | 281.1310 | 13926.5492 | 791421.8300 | 1006908.6371 |
| pearlHermes-south | 27.7824 | -175.8820 | pacific | 148.9444 | 1786.9759 | 1784.4486 | 1784.4486 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| pearlHermes-west | 27.7931 | -175.9974 | pacific | 137.8364 | 1798.1576 | 1795.6322 | 1795.6322 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| jarvis-west | -0.3690 | -160.0081 | pacific | 0.4019 | 1941.8630 | 1655.5765 | 1655.5765 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| palmyra-east | 5.8638 | -162.0306 | pacific | 3.5324 | 1716.1266 | 1665.2395 | 1665.2395 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| palmyra-north | 5.8973 | -162.0782 | pacific | 0.7948 | 1715.0234 | 1663.8248 | 1663.8248 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| palmyra-west | 5.8832 | -162.1332 | pacific | 3.3270 | 1719.0747 | 1667.6352 | 1667.6352 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| wake-east | 19.3062 | 166.6511 | pacific | 0.9555 | 2265.1653 | 1449.8865 | 1449.8865 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| wake-north | 19.3160 | 166.6272 | pacific | 1.3926 | 2262.8449 | 1451.8180 | 1451.8180 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| wake-south | 19.2807 | 166.6278 | pacific | 0.1135 | 2262.3380 | 1448.1336 | 1448.1336 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| wake-west | 19.3163 | 166.5982 | pacific | 4.0085 | 2259.8407 | 1452.9511 | 1452.9511 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| ofu-north | -14.1578 | -169.6744 | pacific | 1.4235 | 110.0087 | 112.0437 | 110.0087 | 94.5409 | 250.6376 | 1092.6667 | 5983.4973 |
| ofu-south | -14.1733 | -169.6419 | pacific | 0.1076 | 113.3033 | 115.3372 | 113.3033 | 249.9128 | 250.6376 | 1092.6667 | 1842.0556 |
| tau-north | -14.2124 | -169.4407 | pacific | 2.0237 | 134.6007 | 136.6287 | 134.6007 | 278.4084 | 809.5039 | 1092.6667 | 1092.6667 |
| tau-west | -14.2576 | -169.5007 | pacific | 0.5732 | 127.9582 | 129.9786 | 127.9582 | 636.1990 | 842.0291 | 1092.6667 | 1092.6667 |
| tutuila-east | -14.2852 | -170.5640 | pacific | 1.6456 | 13.4096 | 15.3999 | 13.4096 | 5648.4712 | 8698.6475 | 54746.1169 | 56441.7820 |
| tutuila-north | -14.2448 | -170.6524 | pacific | 0.8956 | 5.0353 | 6.8361 | 5.0353 | 6690.7845 | 21175.8085 | 54746.1169 | 62381.3898 |
| tutuila-south | -14.3635 | -170.7630 | pacific | 0.1262 | 12.8108 | 11.4121 | 11.4121 | 21281.2636 | 35985.8507 | 54746.1169 | 66583.7416 |
| tutuila-west | -14.2946 | -170.8120 | pacific | 1.2894 | 13.5622 | 11.5284 | 11.5284 | 2953.5677 | 26490.2097 | 54746.1169 | 74783.9287 |
10.2 Human pressure graphs
10.2.1 Human pressure by loc3
10.2.2 Human pressure all points
10.2.3 Human pressure as gravity index
10.2.4 stats analysis
##
## Call:
## lm(formula = acc_mean ~ omega_loc2 * basin, data = df2, weights = w_accretion)
##
## Weighted Residuals:
## Min 1Q Median 3Q Max
## -37.50 -19.84 -11.32 16.05 61.24
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 287.45 86.62 3.318 0.00507 **
## omega_loc2 -73.28 23.60 -3.105 0.00776 **
## basinpacific -349.72 97.21 -3.598 0.00291 **
## omega_loc2:basinpacific 95.06 26.61 3.572 0.00307 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 31.23 on 14 degrees of freedom
## Multiple R-squared: 0.5009, Adjusted R-squared: 0.3939
## F-statistic: 4.683 on 3 and 14 DF, p-value: 0.01818
11 Abstract
The remarkable biodiversity of coral reef is a direct result of complex three-dimensional structures that provides shelter to its inhabitants. This calcium carbonate framework - created by corals - forms the foundation for fundamental goods and services, a natural infrastructure for coastal communities worldwide. Importantly, reef framework, the species that dependent on it and the services we rely on, are threatened by myriad stressors which contribute to the global decline of habitat forming species, all the while accelerating the rate at which habitat is eroded away. Survey-based approaches have been used at regional (REF) and global scales (REF), estimating trajectories that are largely negative and insufficient to keep pace with sea level rise (REF). To date, however, the persistence of reef carbonates has yet to be measured across global scales - a critical knowledge gap that has implications for the countless species that rely on coral reefs, including us.